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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  
Acceptance-Aware Mobile Crowdsourcing Worker Recruitment in Social Networks Journal article
IEEE Transactions on Mobile Computing, 2021
Authors:  Wang, Liang;  Yang, Dingqi;  Yu, Zhiwen;  Han, Qi;  Wang, En;  Zhou, Kuang;  Guo, Bin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/10
Estimation  Games  Memetic Algorithm  Memetics  Mobile computing  Mobile Crowdsourcing  Recruitment  Social networking (online)  Social Networks  Task analysis  Worker Recruitment  
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]:2 TC[Scopus]:2 | 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
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Attribute Selection  Feature Subset Selection  Data Analytics  Classification  Multiple Class Problems  
Integration of Kestrel-based search algorithm with artificial neural network for feature subset selection Journal article
International Journal of Bio-Inspired Computation, 2019,Volume: 13,Issue: 4,Page: 222-233
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Simon James Fong;  Hongji Yang
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Kestrel-based Search Algorithm  Feature Subset Selection  Wrapper Method  Filter Method  RAndom Encircling And Imitative Behaviour  Reim  Meta-heuristic Algorithm  
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
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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.
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Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
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
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Elephant Search Algorithm  Vitality  Meta-heuristic  Min-max Strategy  
Elephant search algorithm applied to data clustering Journal article
Soft Computing, 2018,Volume: 22,Issue: 18,Page: 6035-6046
Authors:  Suash Deb;  Zhonghuan Tian;  Simon Fong;  Raymond Wong;  Richard Millham;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2019/02/13
Data Clustering  Elephant Search Algorithm  Meta-heuristic  Time Series Clustering  
Efficient point-by-point engine calibration using machine learning and sequential design of experiment strategies Journal article
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018,Volume: 355,Issue: 4,Page: 1517-1538
Authors:  Wong, Pak Kin;  Gao, Xiang Hui;  Wong, Ka In;  Vong, Chi Man
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2018/10/30