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A decision support system using combined-classifier for high-speed data stream in smart grid Journal article
Enterprise Information Systems, 2016,Volume: 10,Issue: 9,Page: 947-958
Authors:  Hang Yang;  Peng Li;  Zhian He;  Xiaobin Guo;  Simon Fong;  Huajun Chen
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Data Mining  Distributed Artificial Intelligence (Dai)  Enterprise Applications  Enterprise Computing Systems  Enterprise Information Systems (Eis)  
GPU-enabled back-propagation artificial neural network for digit recognition in parallel Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3868-3886
Authors:  Ricardo Brito;  Simon Fong;  Kyungeun Cho;  Wei Song;  Raymond Wong;  Sabah Mohammed;  Jinan Fiaidhi
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Artificial Neural Networks  Cuda  Nvidia  Parallel Execution  
Financial time series pattern matching with extended UCR Suite and Support Vector Machine Journal article
Expert Systems with Applications, 2016,Volume: 55,Page: 284-296
Authors:  Xueyuan Gong;  Yain-Whar Si;  Simon Fong;  Robert P. Biuk-Aghai
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Financial Time Series  Perceptually Important Points  Subsequence Matching  Support Vector Machine  Ucr Suite  
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
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Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
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
Authors:  Rehman, Naeem Ur;  Asghar, Sohail;  Usman, Muhammad;  Fong, Simon;  Cho, Kyungeun;  Park, Yong Woon
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Autonomous Ground Vehicle  Classification  Fusion  Fuzzy Rules  Kalman Filter  
Extending the grenade explosion approach for effective clustering Conference paper
The 10th International Conference on Digital Information Management, ICDIM 2015, Jeju, South Korea, 21-23 Oct. 2015
Authors:  Mojgan Ghanavati;  Raymond K. Wong;  Simon Fong;  Mohammad Reza Gholamian
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Clustering  Grenade Explosion Method  K-means  
A map-like visualisation method based on liquid modelling Journal article
Journal of Visual Languages and Computing, 2015,Volume: 31,Page: 87-103
Authors:  Robert P. Biuk-Aghai;  Muye Yang;  Patrick Cheong-Iao Pang;  Wai Hou Ao;  Simon Fong;  Yain-Whar Si
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Category Hierarchy  Information Visualisation  Liquid Modelling  Map  Polygon Expansion  Wikipedia  
Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment Journal article
Journal of Medical Imaging and Health Informatics, 2015,Volume: 5,Issue: 5,Page: 1108-1115
Authors:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah;  Fiaidhi, Jinan
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Data Stream Mining  Naïve Bayes  Optimized Very Fast Decision Tree  Support Vector Machine  Vital Signs Analysis  
Comparative study of incremental learning algorithms in multidimensional outlier detection on data stream Book chapter
出自: Improving Knowledge Discovery through the Integration of Data Mining Techniques:IGI Global, 2015, 页码: 54-73
Authors:  Simon Fong;  Dong Han;  Athanasios V. Vasilakos
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Efficient variation-based feature selection for medical data classification Journal article
Journal of Medical Imaging and Health Informatics, 2015,Volume: 5,Issue: 5,Page: 1093-1098
Authors:  Fong, Simon;  Liang, Justin;  Siu, Shirley W. I.;  Chan, Jonathan H
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Classification  Feature Selection  Medical Datasets