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Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
Adobe PDF(2100Kb)  |  收藏  |  浏览/下载：7/3  |  提交时间：2024/04/10
Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
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
作者:  Honghao Zhu;  MengChu Zhou;  Yu Xie;  Aiiad Albeshri
Adobe PDF(2674Kb)  |  收藏  |  浏览/下载：34/14  |  提交时间：2024/01/23
Credit card fraud detection (CCFD)  dandelion algorithm (DA)  feature selection  normal sowing operator  
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
作者:  Haoyue Liu;  MengChu Zhou;  Xiaoyu Lu;  Abdullah Abusorrah;  Yusuf Al-Turki
Adobe PDF(522Kb)  |  收藏  |  浏览/下载：124/33  |  提交时间：2023/03/22
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
作者:  Yue Zhou;  Xin Luo;  MengChu Zhou
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：116/60  |  提交时间：2023/04/26
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
作者:  Yanlu Gong;  Junhai Zhou;  Quanwang Wu;  MengChu Zhou;  Junhao Wen
Adobe PDF(1308Kb)  |  收藏  |  浏览/下载：71/39  |  提交时间：2023/08/10
Bi-objective optimization  feature selection (FS)  genetic algorithm  high-dimensional data  length-adaptive  
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
作者:  PeiYun Zhang;  MengChu Zhou;  ChenXi Li;  Abdullah Abusorrah
Adobe PDF(4499Kb)  |  收藏  |  浏览/下载：160/45  |  提交时间：2023/01/03
Blockchain  channel network  evolutionary game  malicious behavior  secure computing  stability analysis  
A Survey of Cyber Attacks on Cyber Physical Systems: Recent Advances and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 784-800
作者:  Wenli Duo;  MengChu Zhou;  Abdullah Abusorrah
Adobe PDF(1322Kb)  |  收藏  |  浏览/下载：144/29  |  提交时间：2022/04/24
Attack detection  attack strategy  cyber attack  cyber physical system (CPS)  secure control  
QoS Prediction Model of Cloud Services Based on Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 564-566
作者:  WenJun Huang;  PeiYun Zhang;  YuTong Chen;  MengChu Zhou;  Yusuf Al-Turki;  Abdullah Abusorrah
Adobe PDF(419Kb)  |  收藏  |  浏览/下载：132/49  |  提交时间：2022/03/09
Editorial: Evolution from AI, IoT and Big Data Analytics to Metaverse 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2041-2042
作者:  MengChu Zhou
Adobe PDF(161Kb)  |  收藏  |  浏览/下载：62/20  |  提交时间：2022/12/02
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
作者:  Jing Bi;  Haitao Yuan;  Jiahui Zhai;  MengChu Zhou;  H. Vincent Poor
Adobe PDF(1916Kb)  |  收藏  |  浏览/下载：188/35  |  提交时间：2022/06/27
Bat algorithm (BA)  genetic algorithm (GA)  hybrid algorithm  learning mechanism  meta-heuristic optimization algorithms