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Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View  |  Adobe PDF(984Kb)  |  Favorite  |  View/Download:173/24  |  Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Adaptive multi-objective swarm fusion for imbalanced data classification Journal article
INFORMATION FUSION, 2018,Volume: 39,Page: 1-24
Authors:  li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Chu, Victor W.
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Swarm fusion  Swarm intelligence algorithm  Multi-objective  Crossover rebalancing  Imbalanced data classification  
Maximal level estimation and unbalance reduction for graph signal downsampling Conference paper
Proceedings - International Conference on Pattern Recognition, Mexican Assoc Comp Vis Robot & Neural Comp, Cancun, MEXICO, DEC 04-08, 2016
Authors:  Zheng X.;  Tang Y.Y.;  Zhou J.;  Wang P.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/22
Optimizing SMOTE by Metaheuristics with Neural Network and Decision Tree Conference paper
Proceedings - 2015 3rd International Symposium on Computational and Business Intelligence, ISCBI 2015, Bali, Indonesia, 7-9 Dec. 2015
Authors:  Jinyan Li;  Simon Fong;  Yan Zhuang
Favorite  |  View/Download:6/0  |  Submit date:2019/02/13
Parameter Selection Optimization  Smote  Swarm Intelligence  
A Prediction Model for Forecasting the Trend of Macau Property Price Movements and Understanding the Influential Factors Journal article
Journal of Emerging Technologies in Web Intelligence, 2013,Volume: 5,Issue: 2,Page: 122-131
Authors:  Simon Fong;  Yap Bee Wah
Favorite  |  View/Download:5/0  |  Submit date:2019/02/13
Candr Tree  Data Mining  Multilayer Perception Model  Neural Network  Spss  Svm  Weka  
Using Hierarchical Time Series Clustering Algorithm and Wavelet Classifier for Biometric Voice Classification Journal article
Journal of Biomedicine and Biotechnology, 2012,Volume: 2012
Authors:  Simon Fong
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Cyber security and privacy issues in smart grids Journal article
IEEE Communications Surveys and Tutorials, 2012,Volume: 14,Issue: 4,Page: 981
Authors:  Liu J.;  Xiao Y.;  Li S.;  Liang W.;  Chen C.L.P.
View  |  Adobe PDF(1244Kb)  |  Favorite  |  View/Download:241/7  |  Submit date:2018/10/30
Accountability  Ami  Privacy  Scada  Security  Smart Grid  
Predicting car purchase intent using data mining approach Conference paper
Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Shanghai, China, 26-28 July 2011
Authors:  Yap Bee Wah;  Nor Huwaina Ismail;  Simon Fong
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Classification  Data Mining  Decision Tree  Logistic Regression  Predictive Modeling  
Applying a Hybrid Model of Neural Network and Decision Tree Classifier for Predicting University Admission Conference paper
ICICS 2009 - Conference Proceedings of the 7th International Conference on Information, Communications and Signal Processing, Macau, China, 8-10 Dec. 2009
Authors:  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai
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Classifier  Decision-tree  Neural Network  University Admission Prediction  
An Automated University Admission Recommender System for Secondary School Students Conference paper
6th International Conference on Information Technology and Applications, ICITA 2009, Hanoi, Vietnam, 9 - 12 November 2009
Authors:  Simon Fong;  Robert P. Biuk-Aghai
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Classification  Decision Tree  Neural Network  Recommender System  University Admission