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An aRBF surrogate-assisted neighborhood field optimizer for expensive problems Journal article
Swarm and Evolutionary Computation, 2022,Volume: 68
Authors:  Yu, Mingyuan;  Liang, Jing;  Zhao, Kai;  Wu, Zhou
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/03/04
Expensive Optimization Problem  Model Management  Neighborhood Field Optimization  Radial Basis Function  Surrogate Modeling  Surrogate-assisted Evolutionary Algorithm  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction  
Secure and Energy-Efficient UAV Relay Communications Exploiting Collaborative Beamforming Journal article
IEEE Transactions on Communications, 2022
Authors:  Sun, Geng;  Li, Jiahui;  Wang, Aimin;  Wu, Qingqing;  Sun, Zemin;  Liu, Yanheng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Array signal processing  Autonomous aerial vehicles  Collaborative beamforming  Energy consumption  multi-objective optimization  Optimization  physical layer security  Propulsion  Relays  Sun  UAV relay communication  
A Survey on Knee-oriented Multi-objective Evolutionary Optimization Journal article
IEEE Transactions on Evolutionary Computation, 2022
Authors:  Yu, Guo;  Ma, Lianbo;  Jin, Yaochu;  Du, Wenli;  Liu, Qiqi;  Zhang, Hengmin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Benchmark testing  Convergence  knee  multi-objective optimization.  Optimization  Pareto optimization  Preference  Sociology  Statistics  Visualization  
Hydrological cycling optimization-based multiobjective feature-selection method for customer segmentation Journal article
International Journal of Intelligent Systems, 2021,Volume: 36,Issue: 5,Page: 2347-2366
Authors:  Song, Xi;  Liu, Matthew Tingchi;  Liu, Qianying;  Niu, Ben
Adobe PDF | Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/12/07
Customer Segmentation  Feature Selection  Hydrological Cycling Optimization  Multiobjective Optimization  
Bi-space Interactive Cooperative Coevolutionary algorithm for large scale black-box optimization Journal article
Applied Soft Computing Journal, 2020,Volume: 97
Authors:  Ge, Hongwei;  Zhao, Mingde;  Hou, Yaqing;  Kai, Zhang;  Sun, Liang;  Tan, Guozhen;  Zhang, Qiang;  Philip Chen, C. L.
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/12/06
Bi-space  Cooperative Coevolution  Evolutionary Computation  Evolutionary Grouping  Large Scale Black-box Optimization  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, Cancún Mexico, 8 July, 2020- 12 July, 2020
Authors:  Tengyue Li;  Simon Fong;  Antonio J. Tallón-Ballesteros
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/09
Novel Metaheuristics  Feature Engineering  Medical Data Classification  Accuracy  Interpretability  Search Algorithm  
Quality enhancement of stochastic feature subset selection via genetic algorithms. Assessment in bioinformatics data sets Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, Cancún Mexico, 8 July, 2020- 12 July, 2020
Authors:  Antonio J. Tallón-Ballesteros;  Tengyue Li;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Attribute Selection  Feature Subset Selection  Data Analytics  Classification  Multiple Class Problems  
A new global best guided artificial bee colony algorithm with application in robot path planning Journal article
Applied Soft Computing Journal, 2020,Volume: 88
Authors:  Xu,Feiyi;  Li,Haolun;  Pun,Chi Man;  Hu,Haidong;  Li,Yujie;  Song,Yurong;  Gao,Hao
Favorite |  | TC[WOS]:18 TC[Scopus]:29 | Submit date:2021/03/11
Artificial Bee Colony  Coevolution  Dimension-independent  Global Best Leading  Robot Path Planning  
A Many-Objective Evolutionary Algorithm with Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning Journal article
IEEE Transactions on Evolutionary Computation, 2019,Volume: 23,Issue: 4,Page: 572-586
Authors:  Ge, Hongwei;  Zhao, Mingde;  Sun, Liang;  Wang, Zhen;  Tan, Guozhen;  Zhang, Qiang;  Philip Chen, C. L.
Favorite |  | TC[WOS]:30 TC[Scopus]:27 | Submit date:2022/05/17
Clustering  incremental machine learning  interacting processes  many-objective optimization  reference vector