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Dynamic swarm class rebalancing for the process mining of rare events Journal article
Journal of Supercomputing, 2021
Authors:  Li,Jinyan;  Wu,Yaoyang;  Fong,Simon;  Wong,Raymond K.;  Chu,Victor W.;  Ong,Kok leong;  Wong,Kelvin K.L.
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Class imbalance  Classification  Meta-heuristic  Over-sampling  Process mining  Under-sampling  
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
Authors:  Tallón-Ballesteros,Antonio J.;  Li,Tengyue;  Fong,Simon
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Attribute selection  Classification  Data analytics  Feature subset selection  Multiple class problems  
Meta-Learning based Dynamic Computation Task Offloading for Mobile Edge Computing Networks Journal article
IEEE Communications Letters, 2020
Authors:  Huang,Liang;  Zhang,Luxin;  Yang,Shicheng;  Qian,Li Ping;  Wu,Yuan
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computation offloading  Computational modeling  deep learning  Delays  Heuristic algorithms  meta-learning  Mobile-edge computing  Servers  Task analysis  Training  Wireless communication  
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:  Li,Jinyan;  Fong,Simon;  Liu,Lian sheng;  Dey,Nilanjan;  Ashour,Amira S.;  Moraru,Luminița
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Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
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:  Agbehadji,Israel Edem;  Millham,Richard C.;  Fong,Simon James;  Yang,Hongji
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Feature subset selection  Filter method  Kestrel-based search algorithm  Meta-heuristic algorithm  Random encircling and imitative behaviour  REIM  Wrapper method  
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:  Tian, Zhonghuan;  Fong, Simon;  Deb, Suash;  Tang, Rui;  Wong, Raymond
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Elephant search algorithm  Vitality  Meta-heuristic  Min-max strategy  
Dynamic group search algorithm for solving an engineering problem Journal article
OPERATIONAL RESEARCH, 2018,Volume: 18,Issue: 3,Page: 781-799
Authors:  Tang, Rui;  Fong, Simon;  Deb, Suash;  Wong, Raymond
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Component  Group search algorithm  Optimization  
Solving permutation flow-shop scheduling problem by rhinoceros search algorithm Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Tang, Rui;  Wong, Raymond;  Dey, Nilanjan
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Rhinoceros search algorithm  Elephant search algorithm  Meta-heuristic  Optimization problems  
Elephant search algorithm applied to data clustering Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Wong, Raymond;  Millham, Richard;  Wong, Kelvin K. L.
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Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering