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Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2021/05/31
Fuzzy Logic  Heuristic Algorithms  Input-to-state Stability  Nonlinear Dynamical Systems  Optimal Control  Optimal Control  Power System Dynamics  Robust Actor-critic Learning  Stability Criteria  Uncertainty  Unmodeled Dynamics  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
The Journal of Supercomputing, 2021,Volume: 77,Page: 7549-7583
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu;  Kok‑leong Ong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
Energy-Efficient Multi-Access Mobile Edge Computing with Secrecy Provisioning Journal article
IEEE Transactions on Mobile Computing, 2021
Authors:  Qian, Li Ping;  Wu, Yuan;  Yu, Ningning;  Wang, Daohang;  Jiang, Fuli;  Jia, Weijia
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/10
and Joint Computation and Communication Resource Allocations  Communication system security  Energy consumption  Multi-Access Mobile Edge Computing  Optimization  Resource management  Secrecydriven Computation Offloading  Servers  Task analysis  Wireless communication  
Meta-Learning based Dynamic Computation Task Offloading for Mobile Edge Computing Networks Journal article
IEEE Communications Letters, 2020,Volume: 25,Issue: 5,Page: 1568 - 1572
Authors:  Huang,Liang;  Zhang,Luxin;  Yang,Shicheng;  Qian,Li Ping;  Wu,Yuan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Computation Offloading  Computational Modeling  Deep Learning  Delays  Heuristic Algorithms  Meta-learning  Mobile-edge Computing  Servers  Task Analysis  Training  Wireless Communication  
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  
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article
Multimedia Tools and Applications, 2019,Volume: 78,Issue: 15,Page: 20913-20933
Authors:  Jinyan Li;  Simon Fong;  Lian-sheng Liu;  Nilanjan Dey;  Amira S. Ashour;  Luminița Moraru
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2021/03/09
Meta-heuristic  Medical X-ray Image  Rebalancing  Feature Selection  Dynamic Multi-objective  Bat Algorithm  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:10 TC[Scopus]:17 | Submit date:2021/03/03
Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
A hybrid cuckoo search and differential evolution approach to protein–ligand docking Journal article
International Journal of Molecular Sciences, 2018,Volume: 19,Issue: 10
Authors:  Lin H.;  Siu S.W.I.
Favorite |  | TC[WOS]:3 TC[Scopus]:7 | Submit date:2019/04/04
Autodock vina  Conformational search  Cuckoo search  CuckooVina  Differential evolution  Metaheuristic  Optimization  PSOvina  Structure-based drug design  
Vitality-based elephant search algorithm Journal article
OPERATIONAL RESEARCH, 2018,Volume: 18,Issue: 3,Page: 841-863
Authors:  Zhonghuan Tian;  Simon Fong;  Suash Deb;  Rui Tang;  Raymond Wong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Elephant Search Algorithm  Vitality  Meta-heuristic  Min-max Strategy  
Dynamic group optimization algorithm with embedded chaos Journal article
IEEE Access, 2018,Volume: 6,Page: 22728-22743
Authors:  RUI TANG;  SIMON FONG;  RAYMOND K. WONG;  KELVIN K. L. WONG
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2019/02/13
Chaos  Dynamic Group Optimization  Convergence  Heuristic Algorithms