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Framework of Temporal Data Stream Mining by Using Incrementally Optimized Very Fast Decision Forest Journal article
INTERNET OF THINGS AND BIG DATA ANALYTICS TOWARD NEXT-GENERATION INTELLIGENCE, 2018,Volume: 30,Page: 483-502
Authors:  Fong, Simon;  Song, Wei;  Wong, Raymond;  Bhatt, Chintan;  Korzun, Dmitry;  Dey, N;  Hassanien, AE;  Bhatt, C;  Ashour, AS;  Satapathy, SC
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Data stream mining  Decision trees  Meta-classifiers  Big data  
RLC: ranking lag correlations with flexible sliding windows in data streams Journal article
PATTERN ANALYSIS AND APPLICATIONS, 2017,Volume: 20,Issue: 2,Page: 601-611
Authors:  Wu, Shanshan;  Lin, Huaizhong;  Wang, Wenxiang;  Lu, Dongming;  U, Leong Hou;  Gao, Yunjun
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Lag correlation  Flexible sliding windows  Data streams  
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:8/0  |  Submit date:2019/02/13
Crossmatch  Data Streams  Ncm  Pattern Discovery  Time Series  
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
Authors:  Xueyuan Gong;  Simon Fong;  Jonathan H. Chan;  Sabah Mohammed
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Data Streams  Dtw  Normalization  Nspring  Spring  Subsequence Matching  Ucr-dtw  
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
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai;  Raymond K. Wong;  Athanasios V. Vasilakos
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Crossmatch  Ncm  Pattern Discovery  Time-series Streams  
NSPRING: Normalization-supported SPRING for Subsequence Matching on Time Series Streams Conference paper
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI), Budapest, Hungary, 19–21 November, 2014
Authors:  Xueyuan Gong;  Yain-Whar Si;  Simon Fong;  Sabah Mohammed
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