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Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Doungpan, Narumol, Engchuan, Worrawat, Meechai, Asawin, Fong, Simon, Chan, Jonathan H. Gene-network-based feature set (GNFS) for expression-based cancer classification[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1093-1101.
Authors:  Doungpan, Narumol;  Engchuan, Worrawat;  Meechai, Asawin;  Fong, Simon;  Chan, Jonathan H
Favorite | TC[WOS]:3 TC[Scopus]:5 | Submit date：2019/02/13
Breast Cancer  Classification  Colorectal Cancer  Feature Selection  Gene Expression Analysis  Gene Network  Gene Set  Lung Cancer  
Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Li, Jinyan, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Chen, Qian, Tan, Zhen. Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1102-1110.
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian; et al.
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:0.659/0.660 | Submit date：2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques Journal article
Khan, Aunsia, Liu, Lian-Sheng, Usman, Muhammad, Fong, Simon. Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1111-1118.
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:0.659/0.660 | Submit date：2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
A Hybrid Approach to Human Posture Classification During TV Watching Journal article
Chan, Jonathan H., Visutarrom, Thammarsat, Cho, Sung-Bae, Engchuan, Worrawat, Mongolnam, Pornchai, Fong, Simon. A Hybrid Approach to Human Posture Classification During TV Watching[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(4), 1119-1126.
Authors:  Chan, Jonathan H.;  Visutarrom, Thammarsat;  Cho, Sung-Bae;  Engchuan, Worrawat;  Mongolnam, Pornchai; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:0.659/0.660 | Submit date：2019/02/13
Benchmarking  Genetic Algorithm  Human Posture Classification  Hybrid Approach  Kinect  Random Forest  Television Watching  
Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment Journal article
Fong, Simon, Siu, Shirley W. I., Zhou, Suzy, Chan, Jonathan H., Mohammed, Sabah, Fiaidhi, Jinan. Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment[J]. Journal of Medical Imaging and Health Informatics, 2015, 5(5), 1108-1115.
Authors:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:0.659/0.660 | Submit date：2019/02/13
Data Stream Mining  Naïve Bayes  Optimized Very Fast Decision Tree  Support Vector Machine  Vital Signs Analysis