北京化工大学徐圆个人主页-教授-信息科学与技术学院

论文信息

[+][-]代表性论文

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2030年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2029年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2028年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2027年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2026年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2025年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2024年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-] 2023年

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

[+][-]2023年之前

1. DOI 徐圆,姜雪,Ke, Wei,朱群雄,贺彦林,张洋,Wang, Zixu
A novel pattern classification integrated GLPP with improved AROMF for fault diagnosis[期刊论文]，Process Safety and Environmental Protection，2023-03-01
2. DOI 张宁,田业,王鑫伟,徐圆,朱群雄,贺彦林
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2023-01-01
3. DOI 贺彦林,陈磊,徐圆,朱群雄,Lu Shan
A New Distributed Echo State Network Integrated with an Auto-encoder for Dynamic Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-12-12
4. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-11-25
5. DOI 朱群雄,王鑫伟,李琨,徐圆,贺彦林
Enhanced multicorrelation block process monitoring and abnormity root cause analysis for distributed industrial process: A visual data-driven approach[期刊论文]，Journal of Process Control，2022-10-01
6. DOI 徐圆,赵阳,W. Ke,,贺彦林,朱群雄,程晓倩
A Multi-Fault Diagnosis Method Based on Improved SMOTE for Class-Imbalanced Data[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-22
7. DOI 姜雪,徐圆,Wei Ke,,张洋,朱群雄,贺彦林
A Novel Imbalanced Fault Diagnosis Method Integrated KLFDA with Improved Cost-Sensitive Learning ANBSVM[期刊论文]，The Canadian Journal of Chemical Engineering，2022-08-13
8. DOI 贺彦林,陈磊,高堰泸,Ma, Jia-Hui,徐圆,朱群雄
Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption[期刊论文]，ISA Transactions，2022-08-08
9. DOI 朱群雄,张宁,顾祥柏,徐圆,贺彦林
基于改进聚类的SMOTE方法及其在不平衡故障诊断中的应用[会议论文]，第33届中国过程控制会议论文集，2022-07-29
10. DOI 朱群雄,田业,顾祥柏,贺彦林,徐圆
基于残差补偿的特征空间插值虚拟样本生成方法[会议论文]，第33届中国过程控制会议论文集，2022-07-29
11. DOI 高堰泸,徐圆,朱群雄
基于A-DLSTM夹层网络结构的电能消耗预测方法[期刊论文]，计算机科学，2022-03-14
12. DOI 贺彦林,潘彦明,徐圆,朱群雄
Soft sensor development using novel multiactivation functions based ensemble echo state network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
13. DOI 贺彦林,赵文俊,徐圆,朱群雄
Research and Improvement of K2 Algorithm Based on Topological Sorting[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2022-03-14
14. DOI 姜雪,徐圆,Wei Ke,张洋,朱群雄,贺彦林
An Imbalanced Multi-Fault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-02-09
15. DOI 徐圆,王梓旭,Ke, Wei,贺彦林,朱群雄,张洋
A Fault Diagnosis Approach Integrated LPP with AROMF for Process Industry[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
16. DOI 朱群雄,张宁,贺彦林,徐圆
Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
17. DOI 徐圆,程晓倩,Ke, Wei,朱群雄,贺彦林,张洋
SMOTE-Based Fault Diagnosis Method for Unbalanced Samples[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
18. DOI 朱群雄,王鑫伟,张宁,徐圆,贺彦林
Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost[会议论文]，Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022，2022-01-01
19. DOI 朱群雄,宋晓璐,张宁,田业,徐圆,贺彦林
Novel SVD integrated with GBDT based Virtual Sample Generation and Its Application in Soft Sensor[会议论文]，IFAC-PapersOnLine，2022-01-01
20. DOI 姜雪,徐圆,Ke, Wei,张阳,朱群雄,贺彦林
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost[期刊论文]，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT，2022-01-01
21. DOI 朱群雄,张宁,贺彦林,徐圆
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process[会议论文]，2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022，2022-01-01
22. DOI 张宁,徐圆,朱群雄,贺彦林
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis[期刊论文]，IEEE Transactions on Industrial Informatics，2022-01-01
23. DOI 朱群雄,张洪涛,田业,张宁,徐圆,贺彦林
Co-training based virtual sample generation for solving the small sample size problem in process industry[期刊论文]，ISA Transactions，2022-01-01
24. DOI 田业,徐圆,朱群雄,贺彦林
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2022-01-01
25. DOI 张宁,徐圆,朱群雄,贺彦林
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes[期刊论文]，IEEE TRANSACTIONS ON RELIABILITY，2022-01-01
26. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved Virtual Sample Generation Method Using Enhanced Conditional Generative Adversarial Networks with Cycle Structures for Soft Sensors with Limited Data[期刊论文]，Industrial and Engineering Chemistry Research，2022-01-01
27. DOI 朱群雄,徐天翔,徐圆,贺彦林
Improved virtual sample generation method using enhanced conditional generative adversarial networks with cycle structure for soft sensor with limited data[期刊论文]，Industrial & Engineering Chemistry Research，2022-01-01
28. DOI 徐圆,Ye, Chengshu,贺彦林,朱群雄,江涵,张洋
An Interval Prediction Model based on Improved Double Echo State Network and Bootstrap[会议论文]，IMCEC 2022 - IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference，2022-01-01
29. DOI 朱群雄,侯坤睿,陈忠圣,高子淑,徐圆,贺彦林
Novel virtual sample generation using conditional GAN for developing soft sensor with small data[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2021-11-01
30. DOI 徐圆,殷建龙,贺彦林,朱群雄
A combined prediction model based on double echo state network with improved immune genetic algorithm[会议论文]，The 7th International Workshop on Advanced Computational Intelligence and Intelligent Informatics，2021-10-31
31. DOI 贺彦林,李琨,张宁,徐圆,朱群雄
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated with Sparse Autoencoder[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-26
32. DOI 田业,徐圆,朱群雄,贺彦林
Novel virtual sample generation using target-relevant autoencoder for small data based soft sensor[期刊论文]，IEEE Transactions on Instrumentation and Measurement，2021-10-22
33. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2021-10-15
34. DOI 贺彦林,李琨,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis[期刊论文]，IEEE transactions on reliability，2021-09-21
35. DOI 朱群雄,刘德平,徐圆,贺彦林
Novel space projection interpolation based virtual sample generation for solving the small data problem in developing soft sensor[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2021-09-10
36. DOI 徐圆,丛开多,朱群雄,贺彦林
A novel AdaBoost ensemble model based on the reconstruction of local tangent space alignment and its application to multiple faults recognition[期刊论文]，JOURNAL OF PROCESS CONTROL，2021-08-01
37. DOI 朱群雄,张宁,顾祥柏,贺彦林,徐圆
基于SMOTE-LPP的样本类别不平衡的故障诊断方法[会议论文]，第32届中国过程控制会议(CPCC2021)论文集，2021-07-30
38. DOI 贺彦林,梁礼龙,徐圆,朱群雄
Novel Discriminant Locality Preserving Projections based on improved Synthetic Minority Oversampling with Application to Fault Diagnosis[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference，2021-05-14
39. DOI 徐圆,Xi, Changchao,张洋,朱群雄,贺彦林
A Novel Interval Prediction Method based on Long Short-term Memory Networks with Adaptive Dropout[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
40. DOI 徐圆,丛开多,张洋,朱群雄,贺彦林
Research and Application of a Novel RPCA-SVME based Multiple Faults Recognition[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
41. DOI 朱群雄,朱梅玉,徐圆,贺彦林
An Improved Virtual Sample Generation Method Based on Quadrat Density Method and Quantile Regression for Small Sample Size Problem[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
42. DOI 朱群雄,张宁,徐圆,贺彦林
Novel Mahalanobis Distance Based Fault Diagnosis Using Discrimination Neighborhood Preserving Embedding for Industrial Process[会议论文]，Proceedings of 2021 IEEE 10th Data Driven Control and Learning Systems Conference, DDCLS 2021，2021-05-14
43. DOI 陈忠圣,朱群雄,徐圆,贺彦林,Su, Qing-Lin,Liu, Yiqing C.,Nagy, Zoltan K.
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system[期刊论文]，SOFT COMPUTING，2021-04-01
44. DOI 朱群雄,金成彦,贺彦林,徐圆
Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2021-03-24
45. DOI 陈忠圣,侯坤睿,朱梅玉,徐圆,朱群雄
A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process[期刊论文]，APPLIED SOFT COMPUTING，2021-03-01
46. DOI 陈忠圣,朱梅玉,贺彦林,徐圆,朱群雄
基于分位数回归CGAN的虚拟样本生成方法及其过程建模应用[期刊论文]，化工学报，2021-03-01
47. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA TRANSACTIONS，2021-03-01
48. DOI 贺彦林,华强,Yang, Cheng,徐圆,朱群雄
Research and Application of Function Linked Neural Network Based on Error Compensation[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
49. DOI 朱群雄,王智慧,贺彦林,徐圆
A Monte Carlo and Kernel Density Estimation based virtual sample generation method for small data modeling problem[会议论文]，2020 CHINESE AUTOMATION CONGRESS (CAC 2020)，2021-01-29
50. DOI 朱群雄,侯坤睿,陈忠圣,徐圆,贺彦林
Research and Application of Virtual Sample Generation Method Based on Conditional Generative Adversarial Network[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
51. DOI 朱群雄,宋棋,张宁,徐圆,贺彦林
A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
52. DOI 朱群雄,高子淑,张宁,贺彦林,徐圆
Generative Wavelet-Multilayer Perception Feature Fusion Method for Zero-Shot Learning[会议论文]，Proceeding - 2021 China Automation Congress, CAC 2021，2021-01-01
53. DOI 陈忠圣,刘德平,贺彦林,徐圆,朱群雄
Integrating local outlier factor with radial basis function interpolation for small sample size problems[会议论文]，ITAIC 2020 - IEEE 9th Joint International Information Technology and Artificial Intelligence Conference，2020-12-11
54. DOI Hu, Xiao,赵阳,徐圆,贺彦林,朱群雄
Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
55. DOI 朱群雄,张晓晗,徐圆,贺彦林
Intelligent Measurement Modeling Using a Novel Multi-nonlinear Mapping Based Extreme Learning Machine Integrated with Partial Least Square Regression[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-12-07
56. DOI 贺彦林,赵阳,朱群雄,徐圆
Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-10-31
57. DOI 张晓晗,徐圆,贺彦林,朱群雄
Novel manifold learning based virtual sample generation for optimizing soft sensor with small data[期刊论文]，ISA Transactions，2020-10-09
58. DOI 贺彦林,Ma, Yongchao,徐圆,朱群雄
Fault Diagnosis Using Novel Class-Specific Distributed Monitoring Weighted Naive Bayes: Applications to Process Industry[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-20
59. DOI 贺彦林,Tian, Ye,徐圆,朱群雄
Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2020-05-15
60. DOI 马骁睿,徐圆,朱群雄
一种结合深度知识追踪的个性化习题推荐方法[期刊论文]，小型微型计算机系统，2020-05-15
61. DOI Luo, Yi,Gopaluni, Bhushan,徐圆,Cao, Liang,朱群雄
A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-05-06
62. DOI 贺彦林,赵阳,胡潇,闫晓娜,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，Engineering applications of artificial intelligence，2020-05-01
63. DOI 朱群雄,Chen, Zhong-Sheng,Zhang, Xiao-Han,Rajabifard, Abbas,徐圆,Chen, Yi-Qun
Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach[期刊论文]，SOFT COMPUTING，2020-05-01
64. DOI He, Yan-Lin,Zhao, Yang,Hu, Xiao,Yan, Xiao-Na,朱群雄,徐圆
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples[期刊论文]，ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE，2020-05-01
65. DOI 贺彦林,田业,Gu, Xiangbai,徐圆,朱群雄
Regularization based functional link neural network and its applications to modeling complex chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2020-03-01
66. DOI Liu, Changqing,徐圆,Li, Juan,脱建勇
Distributed semi-cooperative filter for a nonlinear multi-agent system with heterogeneous and homologous unknown inputs[期刊论文]，Canadian Journal of Chemical Engineering，2020-02-01
67. DOI 徐圆,Fan, Cuihuan,朱群雄,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林
Novel Pattern-Matching Integrated KCVA with Adaptive Rank-Order Morphological Filter and Its Application to Fault Diagnosis[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2020-01-29
68. DOI 朱群雄,Ding, Rui,贺彦林,徐圆
A Novel Contribution Graph Based Likert Scale Method and Its Application to Real-Time Alarm Evaluation[会议论文]，Lecture Notes in Electrical Engineering，2020-01-01
69. DOI 徐圆,张翠翠,朱群雄,贺彦林
A Novel Local Selective Ensemble-based AdaBoost Method for Fault Detection of Industrial Process[会议论文]，PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20)，2020-01-01
70. DOI 耿志强,曾荣甫,徐圆,韩永明,顾祥柏
融合灰狼优化算法在工控系统入侵检测中的应用[期刊论文]，化工学报，2019-12-24
71. DOI 贺彦林,田业,顾祥柏,徐圆,朱群雄
基于正则化的函数连接神经网络研究及其复杂化工过程建模应用.[期刊论文]，化工学报，2019-12-24
72. DOI 徐圆,Jiang, Han,张伟,Rajabifard, Abbas,Chen, Nengcheng,Chen, Yiqun,贺彦林,朱群雄
Prediction intervals based soft sensor development using fuzzy information granulation and an improved recurrent ELM[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-12-15
73. DOI 朱群雄,张晓晗,高慧慧,耿志强,韩永明,贺彦林,徐圆
Soft sensor development using PLSR based multi-kernel ELM[会议论文]，2019 12th Asian Control Conference，2019-12-13
74. DOI 王旭,贺彦林,徐圆,张晓晗,朱群雄
Comprehensive Evaluation Modeling and Analysis Based on ELM Integrated AHP and PCA: Application to Food Safety[会议论文]，2019 Chinese Automation Congress，2019-11-24
75. DOI Yu, Xiaoru,贺彦林,徐圆,朱群雄
A Mega-Trend-Diffusion and Monte Carlo based virtual sample generation method for small sample size problem[会议论文]，Journal of Physics: Conference Series，2019-11-07
76. DOI 贺彦林,Yan, Xiaona,朱群雄,徐圆
Dynamic regularization discriminant local preserving projection method for fault diagnosis[会议论文]，Journal of Physics: Conference Series，2019-11-07
77. DOI Zhu, Bofan,徐圆,贺彦林,朱群雄
Canonical Variate Analysis Based Regression for Monitoring of Process Correlation Structure[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
78. DOI Feng, Weijia,徐圆,Zhu, Qunxiong,He, Yanlin,Hu, Qi,Zhang, Cuicui
A novel fault diagnosis method based on improved AdaBoost and Kemelized Extreme Learning Machine for industrial process[会议论文]，Proceedings - 2019 Chinese Automation Congress, CAC 2019，2019-11-01
79. DOI Zhang, Ming-Qing,Jiang, Xue,徐圆,Luo, Xiong-Lin
Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2019-10-15
80. DOI 徐圆,Shen, Sheng-Qi,贺彦林,朱群雄
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring[期刊论文]，IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY，2019-07-01
81. DOI 徐圆,朱群雄
基于虚拟现实的安全教育系统与教学实践[期刊论文]，计算机与应用化学，2019-06-28
82. DOI 黄娟娟,徐圆,朱群雄
基于改进HMM模型的3D景区地图匹配算法[期刊论文]，计算机工程，2019-06-15
83. DOI 徐圆,范翠环,朱群雄,贺彦林,胡麒
A novel pattern matching-based fault diagnosis using canonical variate analysis for industrial process[会议论文]，IEEE Data Driven Control & Learning Systems Conference，2019-05-27
84. DOI 孟倩倩,朱群雄,高慧慧,贺彦林,徐圆
A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems[期刊论文]，Journal of Process Control，2019-04-01
85. DOI 朱群雄,Zhang, Xiao-Han,Wang, Yanqing,徐圆,贺彦林
A novel intelligent model integrating PLSR with RBF-Kernel based Extreme Learning Machine: Application to modelling petrochemical process[会议论文]，IFAC PAPERSONLINE，2019-01-01
86. DOI Zhang, Xiaohan,Wang, Pingjiang,Gu, Xiangbai,徐圆,贺彦林,朱群雄
Research on principal components extraction based robust extreme learning machine(PCE-RELM) and its application to modeling chemical processes[期刊论文]，Huagong Xuebao/CIESC Journal，2019-01-01
87. DOI 张晓晗,汪平江,顾祥柏,徐圆,贺彦林,朱群雄
基于主元提取的鲁棒极限学习机研究及其化工建模应用[期刊论文]，化工学报，2018-12-04
88. DOI Liu, Sijia,Jin, Qiu,徐圆,Fang, Xiangchen,刘宁,张傑,梁鑫,陈标华
The synergistic effect of Ni promoter on Mo-S/CNT catalyst towards hydrodesulfurization and hydrogen evolution reactions[期刊论文]，FUEL，2018-11-15
89. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry[期刊论文]，ENERGY，2018-11-01
90. DOI Zhang, Xiao-Han,朱群雄,贺彦林,徐圆
Energy modeling using an effective latent variable based functional link learning machine[期刊论文]，ENERGY，2018-11-01
91. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
92. DOI 张晨,朱群雄,耿志强,徐圆,韩永明,贺彦林,段芳
Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies，2018-07-14
93. DOI 张晓晗,朱群雄,江志英,贺彦林,徐圆
A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development[期刊论文]，Chemometrics & Intelligent Laboratory Systems，2018-06-20
94. DOI 耿志强,Bai, Ju,朱群雄,徐圆,韩永明
Energy Saving and Management of the Industrial Process Based on an Improved DEA Cross-model[会议论文]，2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)，2018-06-04
95. DOI 朱群雄,耿志强,徐圆,贺彦林,韩永明
数据和知识融合驱动的智能过程系统工程研究进展[期刊论文]，北京化工大学学报，2018-05-15
96. DOI 耿志强,Hu, Xuan,朱群雄,韩永明,徐圆,贺彦林
Pattern recognition for water flooded layer based on ensemble classifier[会议论文]，2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)，2018-04-20
97. DOI 徐圆,张明卿,叶亮亮,朱群雄,耿志强,韩永明,贺彦林
A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction[期刊论文]，Energy，2018-04-10
98. DOI 贺彦林,Wang, Ping-Jiang,Zhang, Ming-Qing,朱群雄,徐圆
A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry[期刊论文]，ENERGY，2018-03-15
99. DOI 徐圆,张伟,张明卿,贺彦林
基于FEEMD-AE 与反馈极限学习机组合模型预测研究与应用[期刊论文]，化工学报，2018-03-10
100. DOI 朱群雄,张晓晗,顾祥柏,徐圆,贺彦林
基于特征提取的函数连接神经网络研究及其化工过程建模应用[期刊论文]，化工学报，2018-03-01
101. DOI 朱群雄,张晨,贺彦林,徐圆
Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry[期刊论文]，APPLIED ENERGY，2018-03-01
102. DOI 朱群雄,Wang, Xiao,贺彦林,徐圆
An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes[期刊论文]，APPLIED THERMAL ENGINEERING，2018-02-05
103. DOI 徐圆,周子茜,耿志强,王艳清,贺彦林,朱群雄
A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes[会议论文]，The 2017 Asian Control Conference，2018-01-05
104. DOI 徐圆,Jiang, Xue,Zhang, Mingqing,贺彦林,Duan, Fang
A novel intelligent faults diagnosis approach based on Ada-REIELM and its application to complex chemical processes[会议论文]，PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI)，2018-01-01
105. DOI 朱群雄,Ya Sitai,耿志强,徐圆,韩永明,贺彦林
Research and application of causal network modeling based on process knowledge and modified transfer entropy[期刊论文]，IFAC PAPERSONLINE，2018-01-01
106. DOI 朱群雄,Chang, Li-Na,贺彦林,徐圆
Energy efficiency analysis using a novel VSG based DEA : A case study of ethylene production plants[会议论文]，2018 CHINESE AUTOMATION CONGRESS (CAC)，2018-01-01
107. DOI 朱群雄,Fan, Yuan,贺彦林,徐圆
Effective Cancer Classification based on Gene Expression Data using Multidimensional Mutual Information and ELM[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
108. DOI He Yanlin,Geng Zhiqiang,Han Yongming,徐圆,朱群雄
A novel nonlinear virtual sample generation approach integrating extreme learning machine with noise injection for enhancing energy modeling and analysis on small data: Application to petrochemical industries[会议论文]，2018 5TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT)，2018-01-01
109. DOI 徐圆,Du, Qiang,Zhang, Mingqing,朱群雄,贺彦林
Soft-Sensing Development Using Adaptive PSO Optimization Based Multi-Kernel ELM with Error Feedback[会议论文]，PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS)，2018-01-01
110. DOI 耿志强,Zhao Shanshan,朱群雄,韩永明,徐圆,贺彦林
Early warning modeling and application based on analytic hierarchy process integrated extreme learning machine[会议论文]，Intelligent Systems Conference，2017-12-18
111. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-12-01
112. DOI 徐圆,米川,朱群雄,高敬阳,贺彦林
An effective high-quality prediction intervals construction method based on parallel bootstrapped RVM for complex chemical processes[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2017-11-02
113. DOI 徐圆,张明卿,朱群雄,贺彦林
An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application[期刊论文]，CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS，2017-11-01
114. DOI 李顺子,耿志强,徐圆,贺彦林,江志英,朱群雄
Research on public opinion warning based on analytic hierarchy process integrated back propagation neural network[会议论文]，CAC2017&CIMIC2017，2017-10-27
115. DOI 韩永明,耿志强,朱群雄,徐圆,贺彦林,王尊
PID Control Loop Performance Assessment and Diagnosis Based on DEA-Related MCDA[会议论文]，2017 6th International Symposium on Advanced Control of Industrial Processes，2017-09-20
116. DOI 朱群雄,高慧慧,徐圆
工业过程报警管理研究进展[期刊论文]，自动化学报，2017-06-15
117. DOI 朱群雄,孟倩倩,徐圆,贺彦林
Research and application of KICA-AROMF based fault diagnosis[会议论文]，6th international Symposium on Advanced Control of Industrical Processes，2017-05-28
118. DOI 朱群雄,巩虹霏,徐圆,贺彦林
A Bootstrap based Virtual Sample Generation Method for Improving the Accuracy of Modeling Complex Chemical Processes using Small Datasets[会议论文]，2017 IEEE 6th Data Driven Control and Learning Systems Conference，2017-05-27
119. DOI 熊鹏,徐圆,朱群雄
面向选择性游览的景区路径推荐算法应用研究[期刊论文]，北京化工大学学报(自然科学版)，2017-05-20
120. DOI Zhou, Zi-Qian,朱群雄,徐圆
Time Series Extended Finite-State Machine-Based Relevance Vector Machine Multi-Fault Prediction[期刊论文]，CHEMICAL ENGINEERING & TECHNOLOGY，2017-04-01
121. DOI 韩永明,耿志强,徐圆,朱群雄
Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model[期刊论文]，APPLIED THERMAL ENGINEERING，2017-03-25
122. DOI 黄红益,徐圆,朱群雄
基于指纹匹配和模糊推理的虚拟定位系统设计[期刊论文]，计算机工程与设计，2017-03-16
123. DOI 徐圆,张明卿
基于主元独立性分析与混合核RVM的复杂过程区间预测方法研究及应用[期刊论文]，化工学报，2017-03-03
124. DOI 徐圆,黄兵明,贺彦林
基于改进ELM的递归最小二乘时序差分强化学习算法及其应用[期刊论文]，化工学报，2017-03-03
125. DOI 向长风,徐圆,朱群雄
一种面向景区导航的动态地图匹配算法[期刊论文]，计算机工程，2016-10-15
126. DOI 徐圆,刘颖,朱群雄
Multivariate time delay analysis based local KPCA fault prognosis approach for nonlinear processes[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2016-10-01
127. DOI 程振兴,徐圆,朱群雄
基于模糊理论的火灾逃生路线算法研究与仿真[期刊论文]，北京化工大学学报(自然科学版)，2016-07-20
128. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
129. DOI 陈亚勋,韩永明,王艳清,徐圆,朱群雄
Energy efficiency evaluation of ethylene industries based on DEA models[会议论文]，Proceedings of the 28th Chinese Control and Decision Conference，2016-05-27
130. DOI 贺彦林,徐圆,朱群雄
Soft-sensing model development using PLSR-based dynamic extreme learning machine with an enhanced hidden layer[期刊论文]，Chemometrics and Intelligent Laboratory Systems，2016-05-15
131. DOI Gao, Huihui,徐圆,朱群雄
Spatial Interpretive Structural Model Identification and AHP-Based Multimodule Fusion for Alarm Root-Cause Diagnosis in Chemical Processes[期刊论文]，INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH，2016-03-30
132. DOI 贺彦林,徐圆,耿志强,朱群雄
Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables[期刊论文]，ISA TRANSACTIONS，2016-03-01
133. DOI Han, Liu,Gao, Huihui,徐圆,朱群雄
Combining FAP, MAP and correlation analysis for multivariate alarm thresholds optimization in industrial process[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2016-03-01
134. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅里叶变换的过程工业报警泛滥序列聚类分析及应用[期刊论文]，化工学报，2016-01-12
135. DOI Gao, Huihui,徐圆,Gu, Xiangbai,Lin, Xiaoyong,朱群雄
Systematic rationalization approach for multivariate correlated alarms based on interpretive structural modeling and Likert scale[期刊论文]，CHINESE JOURNAL OF CHEMICAL ENGINEERING，2015-12-01
136. DOI 王瑜,张琪,徐圆,朱群雄
化工应急预案协同演练与考核系统设计[期刊论文]，计算机与应用化学，2015-10-28
137. DOI 贺彦林,耿志强,徐圆,朱群雄
A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement[期刊论文]，ISA TRANSACTIONS，2015-09-01
138. DOI 徐圆,Zhou, Zi-Qian,朱群雄
A New Feedback DE-ELM with Time Delay-Based EFSM Approach for Fault Prediction of Non-Linear Processes[期刊论文]，CANADIAN JOURNAL OF CHEMICAL ENGINEERING，2015-09-01
139. DOI 张琪,王瑜,徐圆,朱群雄
基于虚拟现实的化工厂救援客观推理系统设计[期刊论文]，计算机工程与设计，2015-08-16
140. DOI 陈忠圣,高慧慧,徐圆,朱群雄
基于离散傅立叶变换的过程工业报警泛滥序列聚类分析及应用[会议论文]，第26届中国过程控制会议（CPCC2015）论文集，2015-07-31
141. DOI 贺彦林,徐圆,耿志强,朱群雄
Soft sensor of chemical processes with large numbers of input parameters using auto-associative hierarchical neural network[期刊论文]，Chinese Journal of Chemical Engineering，2015-07-02
142. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
143. DOI 彭荻,徐圆,王艳清,耿志强,朱群雄
Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model[会议论文]，2015 IFAC Symposium on Advanced Control of Chemical Processes，2015-06-09
144. DOI 都文涛,姚冰,徐圆,吴华池,王瑜,朱群雄
面向石化厂区的虚拟现实救援演练平台[期刊论文]，计算机与应用化学，2015-05-28
145. DOI 徐圆,Ye, Liang-Liang,朱群雄
A New DROS-Extreme Learning Machine With Differential Vector-KPCA Approach for Real-Time Fault Recognition of Nonlinear Processes[期刊论文]，JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME，2015-05-01
146. DOI 徐圆,周子茜,嵇智源
基于KPCA的半定量SDG过程故障诊断方法应用研究[期刊论文]，计算机与应用化学，2015-02-28
147. DOI 徐圆,叶亮亮,朱群雄
基于动态记忆反馈的改进ELM故障预测方法应用研究[期刊论文]，控制与决策，2015-02-02
148. DOI 徐圆,卢玉帅,才轶
基于多元时序驱动的ELM全流程故障预测及其应用[期刊论文]，化工学报，2015-01-15
149. DOI 高慧慧,徐圆,朱群雄
过程工业报警系统可视化监控技术及应用[期刊论文]，化工学报，2015-01-15
150. DOI 冯磊,徐圆,林晓勇
基于灾害仿真的虚拟应急演练系统[期刊论文]，计算机系统应用，2015-01-15
151. DOI Peng, Di,Gu, Xiangbai,徐圆,朱群雄
Integrating probabilistic signed digraph and reliability analysis for alarm signal optimization in chemical plant[期刊论文]，JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES，2015-01-01
152. DOI 史晟辉,徐圆,朱群雄
化工过程EFSM模型的应用[期刊论文]，控制与决策，2014-09-25
153. DOI 贺彦林,耿志强,徐圆,朱群雄
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise[期刊论文]，NEUROCOMPUTING，2014-03-27
154. DOI 朱群雄,隋英丽,史晟辉,徐圆
基于EFSM切片的化工过程故障诊断方法[期刊论文]，计算机与应用化学，2013-07-28
155. DOI 彭荻,贺彦林,徐圆,朱群雄
基于数据特征提取的AANN-ELM研究及化工应用[期刊论文]，化工学报，2012-09-15

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