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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,Page: 1
Authors:  Li J.;  Fong S.;  Sung Y.;  Cho K.;  Wong R.;  Wong K.K.L.
Favorite |  | TC[WOS]:15 TC[Scopus]:17 | Submit date:2018/10/30
Biomedical data  Classification  Dynamic Multi-objective  Imbalanced dataset  SMOTE  Swarm optimisation  Under-sampling  
Feature selection in life science classification: Metaheuristic swarm search Journal article
IT Professional, 2014,Volume: 16,Issue: 4,Page: 24-29
Authors:  Fong,Simon;  Deb,Suash;  Yang,Xin She;  Li,Jinyan
Favorite |  | TC[WOS]:32 TC[Scopus]:40 | Submit date:2021/03/09
bioinformatics  biomedical informatics  classification  feature selection  healthcare  information technology  metaheuristics  swarm intelligence  
Case-based and stream-based classication in biomedical application Conference paper
Proceedings of the 8th IASTED International Conference on Biomedical Engineering, Biomed 2011
Authors:  Hang Y.;  Fong S.;  Ip A.;  Mohammed S.
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/13
Biomedical classification  Decision tree  Stream mining  
Case-based and Stream-based Classification in Biomedical Application Conference paper
Proceedings of the IASTED International Conference Biomedical Engineering (Biomed 2011), Innsbruck, Austria, February 16 - 18, 2011
Authors:  Yang, Hang;  Simon Fong;  Andy Ip;  Sabah Mohammed
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/07/25
Decision Tree  Stream Mining  Biomedical Classification