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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
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
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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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:6/0  |  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
Favorite  |  View/Download:9/0  |  Submit date:2019/02/13
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
Countering the concept-drift problems in big data by an incrementally optimized stream mining model Journal article
Journal of Systems and Software, 2015,Volume: 102,Page: 158-166
Authors:  Hang Yang;  Simon Fong
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Concept Drift  Data Stream Mining  Very Fast Decision Tree