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Dynamic swarm class rebalancing for the process mining of rare events Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Raymond K. Wong, Victor W. Chu, Kok‑leong Ong, Kelvin K. L. Wong. Dynamic swarm class rebalancing for the process mining of rare events[J]. The Journal of Supercomputing, 2021, 77, 7549-7583.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.5/2.4 | Submit date：2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
Integration of Kestrel-based search algorithm with artificial neural network for feature subset selection Journal article
Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Hongji Yang. Integration of Kestrel-based search algorithm with artificial neural network for feature subset selection[J]. International Journal of Bio-Inspired Computation, 2019, 13(4), 222-233.
Authors:  Israel Edem Agbehadji;  Richard C. Millham;  Simon James Fong;  Hongji Yang
Favorite | TC[WOS]:9 TC[Scopus]:14  IF:1.7/1.9 | Submit date：2021/03/09
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
Jinyan Li, Simon Fong, Lian-sheng Liu, Nilanjan Dey, Amira S. Ashour, Luminița Moraru. Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets[J]. Multimedia Tools and Applications, 2019, 78(15), 20913-20933.
Authors:  Jinyan Li;  Simon Fong;  Lian-sheng Liu;  Nilanjan Dey;  Amira S. Ashour; et al.
Favorite | TC[WOS]:13 TC[Scopus]:18  IF:3.0/2.9 | Submit date：2021/03/09
Meta-heuristic  Medical X-ray Image  Rebalancing  Feature Selection  Dynamic Multi-objective  Bat Algorithm  
Vitality-based elephant search algorithm Journal article
Zhonghuan Tian, Simon Fong, Suash Deb, Rui Tang, Raymond Wong. Vitality-based elephant search algorithm[J]. OPERATIONAL RESEARCH, 2018, 18(3), 841-863.
Authors:  Zhonghuan Tian;  Simon Fong;  Suash Deb;  Rui Tang;  Raymond Wong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.3/2.4 | Submit date：2018/10/30
Elephant Search Algorithm  Vitality  Meta-heuristic  Min-max Strategy  
Elephant search algorithm applied to data clustering Journal article
Suash Deb, Zhonghuan Tian, Simon Fong, Raymond Wong, Richard Millham, Kelvin K. L. Wong. Elephant search algorithm applied to data clustering[J]. Soft Computing, 2018, 22(18), 6035-6046.
Authors:  Suash Deb;  Zhonghuan Tian;  Simon Fong;  Raymond Wong;  Richard Millham; et al.
Favorite | TC[WOS]:20 TC[Scopus]:20 | Submit date：2019/02/13
Data Clustering  Elephant Search Algorithm  Meta-heuristic  Time Series Clustering  
Solving permutation flow-shop scheduling problem by rhinoceros search algorithm Journal article
Suash Deb, Zhonghuan Tian, Simon Fong, Rui Tang, Raymond Wong, Nilanjan Dey. Solving permutation flow-shop scheduling problem by rhinoceros search algorithm[J]. Soft Computing, 2018, 22(18), 6025-6034.
Authors:  Suash Deb;  Zhonghuan Tian;  Simon Fong;  Rui Tang;  Raymond Wong; et al.
Favorite | TC[WOS]:12 TC[Scopus]:16 | Submit date：2019/02/13
Rhinoceros Search Algorithm  Elephant Search Algorithm  Meta-heuristic  Optimization Problems  
Rhinoceros Search Algorithm Conference paper
Zhonghuan Tian, Simon Fong, Rui Tang, Deb S., Wong R.. Rhinoceros Search Algorithm[C]:IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, 2017, 18-22.
Authors:  Zhonghuan Tian;  Simon Fong;  Rui Tang;  Deb S.;  Wong R.
Favorite | TC[WOS]:5 TC[Scopus]:7 | Submit date：2019/02/13
Rhinoceros Search Algorithm  Elephant Search Algorithm  Meta-heuristic  Optimization Problems  
How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics Conference paper
Simon Fong, Suash Deb, Xin-she Yang. How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2017, 3-25.
Authors:  Simon Fong;  Suash Deb;  Xin-she Yang
Favorite | TC[WOS]:38 TC[Scopus]:49 | Submit date：2019/02/13
Deep Learning  Meta-heuristic Algorithm  Neural Network Training  Nature-inspired Computing Algorithms  Algorithm Design  
Vitality-based Elephant Search Algorithm Conference paper
Zhonghuan Tian, Simon Fong, Rui Tang, Suash Deb, Raymond Wong. Vitality-based Elephant Search Algorithm[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2016, 153-158.
Authors:  Zhonghuan Tian;  Simon Fong;  Rui Tang;  Suash Deb;  Raymond Wong
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2019/02/13
Elephant Search Algorithm  Vitality  Meta-heuristic  
Elephant search algorithm on data clustering Conference paper
Zhonghuan Tian, Simon Fong, Raymond Wong, Richard Millham. Elephant search algorithm on data clustering[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2016, 787-793.
Authors:  Zhonghuan Tian;  Simon Fong;  Raymond Wong;  Richard Millham
Favorite | TC[WOS]:3 TC[Scopus]:9 | Submit date：2019/02/13
Data Clustering  Elephant Search Algorithm  Meta-heuristic