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A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390
Authors:  Honghao Zhu;  MengChu Zhou;  Yu Xie;  Aiiad Albeshri
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Credit card fraud detection (CCFD)  dandelion algorithm (DA)  feature selection  normal sowing operator  
Dynamic Evolutionary Game-based Modeling, Analysis and Performance Enhancement of Blockchain Channels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 188-202
Authors:  PeiYun Zhang;  MengChu Zhou;  ChenXi Li;  Abdullah Abusorrah
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Blockchain  channel network  evolutionary game  malicious behavior  secure computing  stability analysis  
Analysis of Evolutionary Social Media Activities: Pre-Vaccine and Post-Vaccine Emergency Use 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1090-1092
Authors:  Haoyue Liu;  MengChu Zhou;  Xiaoyu Lu;  Abdullah Abusorrah;  Yusuf Al-Turki
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Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121
Authors:  Yue Zhou;  Xin Luo;  MengChu Zhou
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Big data analysis.  cryptocurrency transaction network embedding (CTNE)  dynamic network  network embedding  network representation  static network  
A Length-Adaptive Non-Dominated Sorting Genetic Algorithm for Bi-Objective High-Dimensional Feature Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1834-1844
Authors:  Yanlu Gong;  Junhai Zhou;  Quanwang Wu;  MengChu Zhou;  Junhao Wen
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Bi-objective optimization  feature selection (FS)  genetic algorithm  high-dimensional data  length-adaptive  
Machine-learning-based monitoring and optimization of processing parameters in 3D printing 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2022, 页码: 17
Authors:  Tamir, Tariku Sinshaw;  Xiong, Gang;  Fang, Qihang;  Yang, Yong;  Shen, Zhen;  Zhou, MengChu;  Jiang, Jingchao
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Additive manufacturing  closed-loop  3D printing  digital manufacturing  machine learning  processing parameters  
Process Monitoring, Diagnosis and Control of Additive Manufacturing 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 页码: 27
Authors:  Fang, Qihang;  Xiong, Gang;  Zhou, MengChu;  Tamir, Tariku Sinshaw;  Yan, Chao-Bo;  Wu, Huaiyu;  Shen, Zhen;  Wang, Fei-Yue
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Additive manufacturing (AM)  in-situ monitoring  defect detection  fault diagnosis  closed-loop control  
Self-adaptive Bat Algorithm With Genetic Operations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1284-1294
Authors:  Jing Bi;  Haitao Yuan;  Jiahui Zhai;  MengChu Zhou;  H. Vincent Poor
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Bat algorithm (BA)  genetic algorithm (GA)  hybrid algorithm  learning mechanism  meta-heuristic optimization algorithms  
A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
Authors:  Meiji Cui;  Li Li;  MengChu Zhou;  Jiankai Li;  Abdullah Abusorrah;  Khaled Sedraoui
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Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization  
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1476-1489
Authors:  Shoufei Han;  Kun Zhu;  MengChu Zhou;  Xiaojing Liu;  Haoyue Liu;  Yusuf Al-Turki;  Abdullah Abusorrah
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Adaptive strategy  fireworks algorithm  multimodal multiobjective optimization problems (MMOP)