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Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification Journal article
Lai,Qi, Zhou,Jianhang, Gan,Yanfen, Vong,Chi Man, Chen,C. L.Philip. Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 8(1), 828-839.
Authors:  Lai,Qi;  Zhou,Jianhang;  Gan,Yanfen;  Vong,Chi Man;  Chen,C. L.Philip
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:5.3/5.7 | Submit date：2023/08/03
Biomedical Imaging  Computational Intelligence  Correlation  Diseases  Medical Image Classification  Multi-instance Learning  Multi-label Learning  Probabilistic Logic  Simultaneous Learning  Single-stage Framework  Task Analysis  Training  
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  
Feature selection in life science classification: Metaheuristic swarm search Journal article
Fong,Simon, Deb,Suash, Yang,Xin She, Li,Jinyan. Feature selection in life science classification: Metaheuristic swarm search[J]. IT Professional, 2014, 16(4), 24-29.
Authors:  Fong,Simon;  Deb,Suash;  Yang,Xin She;  Li,Jinyan
Favorite | TC[WOS]:40 TC[Scopus]:52  IF:2.2/2.5 | Submit date：2021/03/09
Bioinformatics  Biomedical Informatics  Classification  Feature Selection  Healthcare  Information Technology  Metaheuristics  Swarm Intelligence  
Case-based and Stream-based Classification in Biomedical Application Conference paper
Yang, Hang, Simon Fong, Andy Ip, Sabah Mohammed. Case-based and Stream-based Classification in Biomedical Application[C], 2011.
Authors:  Yang, Hang;  Simon Fong;  Andy Ip;  Sabah Mohammed
Favorite | TC[Scopus]:3 | Submit date：2019/07/25
Decision Tree  Stream Mining  Biomedical Classification