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Feature Selection Methods: Case of Filter and Wrapper Approaches for Maximising Classification Accuracy Journal article
Pertanika Journal of Science and Technology, 2018,Volume: 26,Issue: 1,Page: 329-340
作者:  Yap Bee Wah;  Nurain Ibrahim;  Hamzah Abdul Hamid;  Shuzlina Abdul-Rahman;  Simon Fong
收藏  |  浏览/下载:7/0  |  提交时间:2019/02/13
Feature Selection Methods  Filter Method  Logistic Regression  Simulation  Wrapper Method  
Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3708–3728
作者:  Jinyan Li;  Simon Fong;  Sabah Mohammed;  Jinan Fiaidhi
收藏  |  浏览/下载:5/0  |  提交时间:2018/10/30
Imbalanced Biological Data  Medical Classification  Parameter Optimization  Swarm Algorithm  
Hierarchical classification in text mining for sentiment analysis of online news Journal article
Soft Computing, 2016,Volume: 20,Issue: 9,Page: 3411-3420
作者:  Jinyan Li;  Simon Fong;  Yan Zhuang;  Richard Khoury
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Classification  Sentiment Analysis  Text Mining  
Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1093-1101
作者:  Doungpan N.;  Engchuan W.;  Meechai A.;  Fong S.;  Chan J.H.
收藏  |  浏览/下载:2/0  |  提交时间: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
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
作者:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
收藏  |  浏览/下载:4/0  |  提交时间: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
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1111-1118
作者:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
A Hybrid Approach to Human Posture Classification During TV Watching Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1119-1126
作者:  Chan J.H.;  Visutarrom T.;  Cho S.-B.;  Engchuan W.;  Mongolnam P.;  Fong S.
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Benchmarking  Genetic Algorithm  Human Posture Classification  Hybrid Approach  Kinect  Random Forest  Television Watching  
High level classification recommended decision making for Autonomous Ground Vehicle (AGV) Journal article
Journal of Computational and Theoretical Nanoscience, 2016,Volume: 13,Issue: 7,Page: 4284-4292
作者:  Rehman, Naeem Ur;  Asghar, Sohail;  Usman, Muhammad;  Fong, Simon;  Cho, Kyungeun;  Park, Yong Woon
收藏  |  浏览/下载:5/0  |  提交时间:2019/02/13
Autonomous Ground Vehicle  Classification  Fusion  Fuzzy Rules  Kalman Filter  
Self-Adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 175-196
作者:  Fong, Simon;  Fang, Charlie;  Tian, Neal;  Wong, raymond;  Yap, Bee Wah
收藏  |  浏览/下载:0/0  |  提交时间:2019/07/24
Neural Network  Incremental Machine Learning  Classification  Big Data  Parameter Optimization  
Exploring the Feature Selection-Based Data Analytics Solutions for Text Mining Online Communities by Investigating the Influential Factors: A Case Study of Programming CQA in Stack Overflow Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 49-93
作者:  zhou, Shu;  Fong, Simon
收藏  |  浏览/下载:1/0  |  提交时间:2019/07/24
Community Question Answering (Cqa)  Classification  Feature Section  Text Analytics  Data Mining