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Feature Selection Methods: Case of Filter and Wrapper Approaches for Maximising Classification Accuracy Journal article
Pertanika Journal of Science and Technology, 2018,Volume: 26,Issue: 1,Page: 329-340
Authors:  Yap Bee Wah;  Nurain Ibrahim;  Hamzah Abdul Hamid;  Shuzlina Abdul-Rahman;  Simon Fong
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Feature Selection Methods  Filter Method  Logistic Regression  Simulation  Wrapper Method  
Emerging Service Orchestration Discovery and Monitoring Journal article
IEEE Transactions on Services Computing, 2017,Volume: 10,Issue: 6,Page: 889-901
Authors:  Chu, Victor W.;  Wong, Raymond K.;  Fong, Simon;  Chi, Chi-Hung
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Web Services Orchestration  Topic Model  Sir Model  Data Sparsity Problem  
An adaptive meta-heuristic search for the internet of things Journal article
Future Generation Computer Systems, 2017,Volume: 76,Page: 486-494
Authors:  Ebrahimi, Mohammad;  ShafieiBavani, Elaheh;  Wong, Raymond K.;  Fong, Simon;  Fiaidhi, Jinan
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
Internet Of Things  Context-aware Sensor Search  Ant-based Clustering  
Simulation framework of ubiquitous network environments for designing diverse network robots Journal article
Future Generation Computer Systems, 2017,Volume: 76,Page: 468-473
Authors:  Cho, Seoungjae;  Fong, Simon;  Park, Yong Woon;  Cho, Kyungeun
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Human-robot Interaction  Network Robot  Planning  Reinforcement Learning  Simulation  Smart Home  
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:3/0  |  Submit date:2019/02/13
Data Mining  Distributed Artificial Intelligence (Dai)  Enterprise Applications  Enterprise Computing Systems  Enterprise Information Systems (Eis)  
Eidetic Wolf Search Algorithm with a global memory structure Journal article
European Journal of Operational Research, 2016,Volume: 254,Issue: 1,Page: 19-28
Authors:  Simon Fong;  Suash Deb;  Thomas Hanne;  Jinyan (Leo) Li
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Ant Colony Optimization  Global Memory Structure  Metaheuristics  Particle Swarm Optimization  Wolf Search Algorithm  
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
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Artificial Neural Networks  Cuda  Nvidia  Parallel Execution  
Recent advances in metaheuristic algorithms: Does the Makara dragon exist? Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3764-3786
Authors:  Simon Fong;  Xi Wang;  Qiwen Xu;  Raymond Wong;  Jinan Fiaidhi;  Sabah Mohammed
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Algorithm Design  Metaheuristics  Search Methods  Swarm Intelligence  
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
Favorite  |  View/Download:5/0  |  Submit date:2019/02/13
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
Favorite  |  View/Download:6/0  |  Submit date:2019/05/15
Data Stream Mining  Big Data  Very Fast Decision Tree  Resampling  Sensor Data