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On recognizing abnormal human behaviours by data stream mining with misclassified recalls Conference paper
26th International World Wide Web Conference 2017, WWW 2017 Companion
作者:  Fong S.;  Hu S.;  Song W.;  Cho K.;  Wong R.K.;  Mohammed S.
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Classification  Data stream mining  Human activity recognition  
Data stream mining with swarm decision table in fog computing environment Conference paper
ACM International Conference Proceeding Series
作者:  Li J.;  Fong S.;  Li T.;  Song W.
收藏  |  浏览/下载:5/0  |  提交时间:2019/02/13
Chemical gas sensors  Data analytics  Data mining  Fog computing  Internet of Things  SDT  
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms Conference paper
2018 Conference on Information Communications Technology and Society, ICTAS 2018 - Proceedings
作者:  Ma B.B.;  Fong S.;  Millham R.
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Data Analytics  Data mining  Fog computing  Gas Sensor  Internet of Things  
Big data mining algorithms for fog computing Conference paper
ACM International Conference Proceeding Series
作者:  Fong S.
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Computer network security  Security threats  SME  
Self-adaptive pre-processing methodology for big data stream mining in internet of things environmental sensor monitoring Journal article
Symmetry, 2017,Volume: 9,Issue: 10
作者:  Lan K.;  Fong S.;  Song W.;  Vasilakos A.V.;  Millham R.C.
收藏  |  浏览/下载:0/0  |  提交时间:2019/02/13
Clustering-based particle swarm optimization (CPSO)  Data stream pre-processing  Internet of Things (IoT) datasets  Self-adaptive segmentation  
Incremental optimization mechanism for constructing a balanced very fast decision tree for big data Book
2017
作者:  Yang H.;  Fong S.
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Dynamic weighted majority for incremental learning of imbalanced data streams with concept drift? Conference paper
IJCAI International Joint Conference on Artificial Intelligence
作者:  Lu Y.;  Cheung Y.-M.;  Tang Y.Y.
收藏  |  浏览/下载:0/0  |  提交时间:2019/02/11
Real-time stream mining electric power consumption data using hoeffding tree with shadow features Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
作者:  Fong S.;  Yuen M.;  Wong R.K.;  Song W.;  Cho K.
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Data stream mining  Electric power consumption prediction  Shadow features  
Diabetes therapy prognosis through data stream mining methods and techniques Conference paper
Proceedings of the 12th IASTED International Conference on Biomedical Engineering, BioMed 2016
作者:  Wang D.;  Fong S.;  Cho S.;  Cho K.;  Park Y.W.
收藏  |  浏览/下载:5/0  |  提交时间:2019/02/13
Classification algorithms  Data stream mining  Diabetes therapy  Insulin mellitus  
Protocol-level attacks against Tor Journal article
Computer Networks, 2013,Volume: 57,Issue: 4,Page: 869-886
作者:  Ling Z.;  Luo J.;  Yu W.;  Fu X.;  Jia W.;  Zhao W.
收藏  |  浏览/下载:1/0  |  提交时间:2019/02/11
Anonymity  Mix networks  Protocol-level attacks  Tor