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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  
A Survey of Data Mining and Deep Learning in Bioinformatics Journal article
Kun Lan, Dan-tong Wang, Simon Fong, Lian-sheng Liu, Kelvin K. L. Wong, Nilanjan Dey. A Survey of Data Mining and Deep Learning in Bioinformatics[J]. JOURNAL OF MEDICAL SYSTEMS, 2018, 42(8).
Authors:  Kun Lan;  Dan-tong Wang;  Simon Fong;  Lian-sheng Liu;  Kelvin K. L. Wong; et al.
Favorite | TC[WOS]:157 TC[Scopus]:215  IF:3.5/4.7 | Submit date：2018/10/30
Bioinformatics  Biomedicine  Data Mining  Machine Learning  Deep Learning  
Dynamic group optimization algorithm with embedded chaos Journal article
RUI TANG, SIMON FONG, RAYMOND K. WONG, KELVIN K. L. WONG. Dynamic group optimization algorithm with embedded chaos[J]. IEEE Access, 2018, 6, 22728-22743.
Authors:  RUI TANG;  SIMON FONG;  RAYMOND K. WONG;  KELVIN K. L. WONG
Favorite | TC[WOS]:8 TC[Scopus]:10  IF:3.4/3.7 | Submit date：2019/02/13
Chaos  Dynamic Group Optimization  Convergence  Heuristic Algorithms  
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]:21 | Submit date：2019/02/13
Data Clustering  Elephant Search Algorithm  Meta-heuristic  Time Series Clustering  
A Special Section on Big Data Technology and Information Management in Medical and Health Informatics Journal article
Wong, Kelvin K. L., Wang, Defeng, Fong, Simon, Ng, Eddie Y. K.. A Special Section on Big Data Technology and Information Management in Medical and Health Informatics[J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8(2), 313-316.
Authors:  Wong, Kelvin K. L.;  Wang, Defeng;  Fong, Simon;  Ng, Eddie Y. K.
Favorite | TC[WOS]:2 TC[Scopus]:0  IF:0.659/0.660 | Submit date：2018/10/30
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
Jinyan Li, Lian-sheng Liu, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung, Kelvin K. L. Wong. Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data[J]. PLOS ONE, 2017, 12(7).
Authors:  Jinyan Li;  Lian-sheng Liu;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed; et al.
Favorite | TC[WOS]:37 TC[Scopus]:46  IF:2.9/3.3 | Submit date：2018/10/30
Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets Journal article
Jinyan Li, Simon Fong, Raymond K. Wong, Richard Millham, Kelvin K. L. Wong. Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets[J]. SCIENTIFIC REPORTS, 2017, 7.
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Richard Millham;  Kelvin K. L. Wong
Favorite | TC[WOS]:27 TC[Scopus]:36  IF:3.8/4.3 | Submit date：2018/10/30
Training classifiers with shadow features for sensor-based human activity recognition Journal article
Simon Fong, Wei Song, Kyungeun Cho, Raymond Wong, Kelvin K. L. Wong. Training classifiers with shadow features for sensor-based human activity recognition[J]. Sensors, 2017, 17(3).
Authors:  Simon Fong;  Wei Song;  Kyungeun Cho;  Raymond Wong;  Kelvin K. L. Wong
Favorite | TC[WOS]:13 TC[Scopus]:16  IF:3.4/3.7 | Submit date：2019/02/13
Feature Selection  Supervised Learning  Classification  Human Activity Recognition  
Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification Journal article
Jinyan Li, Simon Fong, Yunsick Sung, Kyungeun Cho, Raymond Wong, Kelvin K. L. Wong. Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification[J]. BioData Mining, 2016, 9(1).
Authors:  Jinyan Li;  Simon Fong;  Yunsick Sung;  Kyungeun Cho;  Raymond Wong; et al.
Favorite | TC[WOS]:23 TC[Scopus]:31  IF:4.0/3.7 | Submit date：2018/10/30
Imbalanced Dataset  Swarm Optimisation  Under-sampling  Smote  Dynamic Multi-objective  Classification  Biomedical Data