UM

Browse/Search Results:  1-7 of 7 Help

Selected(0)Clear Items/Page:    Sort:
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  
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]:9 | Submit date:2021/03/09
Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
Applied Soft Computing Journal, 2018,Volume: 69,Page: 784-805
Authors:  Li,Jinyan;  Fong,Simon;  Wong,Raymond K.;  Mohammed,Sabah;  Fiaidhi,Jinan;  Sung,Yunsick
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Big highly imbalanced dataset  Binary classification  Dynamic multi-objective  Rebalancing algorithm  Swarm intelligence algorithms  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 69,Page: 784-805
Authors:  Li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm  
Adaptive multi-objective swarm fusion for imbalanced data classification Journal article
INFORMATION FUSION, 2018,Volume: 39,Page: 1-24
Authors:  li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Chu, Victor W.
Favorite |  | TC[WOS]:22 TC[Scopus]:31 | Submit date:2018/10/30
Swarm fusion  Swarm intelligence algorithm  Multi-objective  Crossover rebalancing  Imbalanced data classification  
Adaptive multi-objective swarm crossover optimization for imbalanced data classification Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Li J.;  Fong S.;  Yuan M.;  Wong R.K.
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2019/02/13
Class rebalancing  Classification  Swarm optimization  
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