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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
作者:
Honghao Zhu
;
MengChu Zhou
;
Yu Xie
;
Aiiad Albeshri
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/01/23
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
作者:
PeiYun Zhang
;
MengChu Zhou
;
ChenXi Li
;
Abdullah Abusorrah
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2023/01/03
Blockchain
channel network
evolutionary game
malicious behavior
secure computing
stability analysis
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
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  |  
浏览/下载:8/0
  |  
提交时间:2023/08/10
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
作者:
Tamir, Tariku Sinshaw
;
Xiong, Gang
;
Fang, Qihang
;
Yang, Yong
;
Shen, Zhen
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  |  
浏览/下载:19/0
  |  
提交时间:2023/01/09
Additive manufacturing
closed-loop
3D printing
digital manufacturing
machine learning
processing parameters
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
作者:
Lun Hu
;
Shicheng Yang
;
Xin Luo
;
Huaqiang Yuan
;
Khaled Sedraoui
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  |  
浏览/下载:64/0
  |  
提交时间:2021/11/03
Distributed computing
large-scale prediction machine learning
MapReduce
protein-protein interaction (PPI)
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
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  |  
浏览/下载:12/0
  |  
提交时间:2022/06/27
Bat algorithm (BA)
genetic algorithm (GA)
hybrid algorithm
learning mechanism
meta-heuristic optimization algorithms
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
作者:
Hao Wu
;
Xin Luo
;
MengChu Zhou
;
Muhyaddin J. Rawa
;
Khaled Sedraoui
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  |  
浏览/下载:54/0
  |  
提交时间:2022/03/09
Big data
high dimensional and incomplete (HDI) tensor
latent factorization-of-tensors (LFT)
machine learning
missing data
optimization
proportional-integral-derivative (PID) controller
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
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  |  
浏览/下载:20/0
  |  
提交时间:2022/03/09
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
作者:
Shoufei Han
;
Kun Zhu
;
MengChu Zhou
;
Xiaojing Liu
;
Haoyue Liu
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/08/01
Adaptive strategy
fireworks algorithm
multimodal multiobjective optimization problems (MMOP)
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
作者:
Meiji Cui
;
Li Li
;
MengChu Zhou
;
Jiankai Li
;
Abdullah Abusorrah
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2022/10/09
Autoencoder
dimension reduction
evolutionary algorithm
medium-scale expensive problems
teaching-learning-based optimization
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