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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.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Class imbalance  Classification  Meta-heuristic  Over-sampling  Process mining  Under-sampling  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | 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  
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
Favorite |  | TC[WOS]:4 TC[Scopus]:8 | Submit date:2021/03/09
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
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/09
Feature subset selection  Filter method  Kestrel-based search algorithm  Meta-heuristic algorithm  Random encircling and imitative behaviour  REIM  Wrapper method  
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
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2018/10/30
Component  Group search algorithm  Optimization  
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
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An adaptive meta-heuristic search for the internet of things Journal article
Future Generation Computer Systems, 2017,Volume: 76,Page: 486-494
Authors:  Ebrahimi, Mohammad;  ShafieiBavani, Elaheh;  Wong, Raymond K.;  Fong, Simon;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:18 TC[Scopus]:21 | Submit date:2018/10/30
Internet Of Things  Context-aware Sensor Search  Ant-based Clustering  
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Li, Jinyan;  Liu, Lian-Sheng;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick;  Wong, Kelvin K. L.
Favorite |  | TC[WOS]:7 TC[Scopus]:10 | Submit date:2018/10/30