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Improvised Methods for Tackling Big Data Stream Mining Challenges: Case Study of Human Activity Recognition Journal article
JOURNAL OF SUPERCOMPUTING, 2016,Volume: 72,Issue: 10,Page: 3927-3959
Authors:  Fong, Simon;  Liu, Kexing;  Cho, Kyungeun;  Wong, Raymond;  Mohammed, Sabah;  Fiaidhi, Jinan
Favorite  |  View/Download:11/0  |  Submit date:2019/05/15
Data Stream Mining  Big Data  Very Fast Decision Tree  Resampling  Sensor Data  
Prediction of redox-sensitive cysteines using sequential distance and other sequence-based features Journal article
BMC BIOINFORMATICS, 2016,Volume: 17
Authors:  Sun, Ming-an;  Zhang, Qing;  Wang, Yejun;  Ge, Wei;  Guo, Dianjing
Favorite  |  View/Download:6/0  |  Submit date:2018/12/10
Reactive Oxygen Species  Redox-sensitive Cysteine  Post-translational Modification  Support Vector Machine  Svm-based Recursive Feature Elimination  
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
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
Favorite  |  View/Download:3/0  |  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
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1111-1118
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
Fast detection of impact location using kernel extreme learning machine Journal article
Neural Computing and Applications, 2016,Volume: 27,Issue: 1,Page: 121
Authors:  Fu H.;  Vong C.-M.;  Wong P.-K.;  Yang Z.
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Damage Location Detection  Kernel Elm  Plate Structure