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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
Favorite  |  View/Download:8/0  |  Submit date:2019/02/13
Data Mining  Distributed Artificial Intelligence (Dai)  Enterprise Applications  Enterprise Computing Systems  Enterprise Information Systems (Eis)  
Discovering sub-patterns from time series using a normalized cross-match algorithm Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3850-3867
Authors:  Xueyuan Gong;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Athanasios V. Vasilakos
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Crossmatch  Data Streams  Ncm  Pattern Discovery  Time Series  
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
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Data Stream Mining  Big Data  Very Fast Decision Tree  Resampling  Sensor Data  
NSPRING: the SPRING extension for subsequence matching of time series supporting normalization Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3801-3825
Authors:  Xueyuan Gong;  Simon Fong;  Jonathan H. Chan;  Sabah Mohammed
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Data Streams  Dtw  Normalization  Nspring  Spring  Subsequence Matching  Ucr-dtw  
Atmospheric pattern recognition of human activities on ubiquitous sensor network using data stream mining algorithms Journal article
International Journal of Sensor Networks, 2016,Volume: 20,Issue: 3,Page: 147-162
Authors:  Hang Yang;  Simon Fong;  Kyungeun Cho;  Junbo Wang
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Atmospheric Pattern Recognition  Data Stream Mining  Ubiquitous Sensor Network  
Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data Journal article
IEEE Transactions on Services Computing, 2016,Volume: 9,Issue: 1,Page: 33
Authors:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
Favorite  |  View/Download:3/0  |  Submit date:2018/10/30
Big Data  Classification  Feature Selection  Metaheuristics  Particle Swarm Optimization  Swarm Intelligence  
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  
Text Analytics for Predicting Question Acceptance Rates Journal article
IT Professional, 2015,Volume: 17,Issue: 4,Page: 34-41
Authors:  Fong, Simon;  Zhou, Suzy;  Moutinho, Luiz
Favorite  |  View/Download:7/0  |  Submit date:2018/11/06
A Lightweight Data Preprocessing Strategy with Fast Contradiction Analysis for Incremental Classifier Learning Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-whar Si;  Bee Wah Yap
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Gesture Recognition from Data Streams of Human Motion Sensor Using Accelerated PSO Swarm Search Feature Selection Algorithm Journal article
Journal of Sensors, 2015,Volume: 2015
Authors:  Simon Fong;  Justin Liang;  Iztok Fister Jr.;  Iztok Fister;  Sabah Mohammed
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13