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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
作者:  Hang Yang;  Peng Li;  Zhian He;  Xiaobin Guo;  Simon Fong;  Huajun Chen
收藏  |  浏览/下载:6/0  |  提交时间: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
作者:  Xueyuan Gong;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Athanasios V. Vasilakos
收藏  |  浏览/下载:7/0  |  提交时间: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
作者:  Fong, Simon;  Liu, Kexing;  Cho, Kyungeun;  Wong, Raymond;  Mohammed, Sabah;  Fiaidhi, Jinan
收藏  |  浏览/下载:14/0  |  提交时间:2019/05/15
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
作者:  Xueyuan Gong;  Simon Fong;  Jonathan H. Chan;  Sabah Mohammed
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Data Streams  Dtw  Normalization  Nspring  Spring  Subsequence Matching  Ucr-dtw  
Self-Adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 175-196
作者:  Fong, Simon;  Fang, Charlie;  Tian, Neal;  Wong, raymond;  Yap, Bee Wah
收藏  |  浏览/下载:0/0  |  提交时间:2019/07/24
Neural Network  Incremental Machine Learning  Classification  Big Data  Parameter Optimization  
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
作者:  Hang Yang;  Simon Fong;  Kyungeun Cho;  Junbo Wang
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Atmospheric Pattern Recognition  Data Stream Mining  Ubiquitous Sensor Network  
Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals Conference paper
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING (PAKDD 2016), Auckland, New Zealand, April 19, 2016
作者:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai;  Raymond K. Wong;  Athanasios V. Vasilakos
收藏  |  浏览/下载:8/0  |  提交时间:2019/02/13
Crossmatch  Ncm  Pattern Discovery  Time-series Streams  
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
作者:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
收藏  |  浏览/下载:3/0  |  提交时间: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
作者:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah;  Fiaidhi, Jinan
收藏  |  浏览/下载:5/0  |  提交时间: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
作者:  Simon Fong;  Dong Han;  Athanasios V. Vasilakos
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13