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A Comparative Analysis of Pruning Methods for C4.5 and Fuzzy C4.5 Conference paper
Frontiers in Artificial Intelligence and Applications, Univ Macau, Macao, PEOPLES R CHINA, FEB 12, 2015
Authors:  Naseer T.;  Asghar S.;  Zhuang Y.;  Fong S.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
C4.5  Classification  Data Mining  Fuzzy C4.5  
Prediction of Major Earthquakes as Rare Events Using RF-Typed Polynomial Neural Networks Book chapter
出自: Encyclopedia of Information Science and Technology, Third Edition:IGI Global, 2015
Authors:  Fong, Simon;  Deb, Suash
Favorite  |  View/Download:2/0  |  Submit date:2019/07/24
Neural Networks  Autoregressive Integrated Moving Average Model (Arima)  Time-series  Hurst Factor  Goodness-of-fit  Curve Fitting  
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  
Dirichlet Process Hidden Markov Multiple Change-point Model Journal article
Bayesian Analysis, 2015,Volume: 10,Issue: 2,Page: 275–296
Authors:  Ko, Stanley I. M.;  Chong, Terence T. L.;  Ghosh, Pulak
Favorite  |  View/Download:0/0  |  Submit date:2019/11/11
Nonparametric Bayesian  Change-point  Dirichlet Process  Hidden Markov Model  Markov Chain Monte Carlo