UM

Browse/Search Results:  1-9 of 9 Help

Selected(0)Clear Items/Page:    Sort:
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  
A Survey of Data Mining and Deep Learning in Bioinformatics Journal article
JOURNAL OF MEDICAL SYSTEMS, 2018,Volume: 42,Issue: 8
Authors:  Kun Lan;  Dan-tong Wang;  Simon Fong;  Lian-sheng Liu;  Kelvin K. L. Wong;  Nilanjan Dey
Favorite |  | TC[WOS]:78 TC[Scopus]:100 | Submit date:2018/10/30
Bioinformatics  Biomedicine  Data Mining  Machine Learning  Deep Learning  
Dynamic group optimization algorithm with embedded chaos Journal article
IEEE Access, 2018,Volume: 6,Page: 22728-22743
Authors:  RUI TANG;  SIMON FONG;  RAYMOND K. WONG;  KELVIN K. L. WONG
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2019/02/13
Chaos  Dynamic Group Optimization  Convergence  Heuristic Algorithms  
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]:6 TC[Scopus]:7 | 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
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018,Volume: 8,Issue: 2,Page: 313-316
Authors:  Wong, Kelvin K. L.;  Wang, Defeng;  Fong, Simon;  Ng, Eddie Y. K.
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Jinyan Li;  Lian-sheng Liu;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Yunsick Sung;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:9 TC[Scopus]:13 | Submit date:2018/10/30
Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets Journal article
SCIENTIFIC REPORTS, 2017,Volume: 7
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Richard Millham;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:13 TC[Scopus]:16 | Submit date:2018/10/30
Training classifiers with shadow features for sensor-based human activity recognition Journal article
Sensors, 2017,Volume: 17,Issue: 3
Authors:  Simon Fong;  Wei Song;  Kyungeun Cho;  Raymond Wong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:10 TC[Scopus]:12 | 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
BioData Mining, 2016,Volume: 9,Issue: 1
Authors:  Jinyan Li;  Simon Fong;  Yunsick Sung;  Kyungeun Cho;  Raymond Wong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:15 TC[Scopus]:18 | Submit date:2018/10/30
Imbalanced Dataset  Swarm Optimisation  Under-sampling  Smote  Dynamic Multi-objective  Classification  Biomedical Data