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Fast fuzzy subsequence matching algorithms on time-series Journal article
EXPERT SYSTEMS WITH APPLICATIONS, 2019,Volume: 116,Page: 275-284
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si
Favorite | View/Download:27/0 | TC[WOS]:1 TC[Scopus]:2 | Submit date:2019/01/17
Time-series  Subsequence Matching  Fuzzy Subsequence Matching  
Fast multi-subsequence monitoring on streaming time-series based on Forward-propagation Journal article
INFORMATION SCIENCES, 2018,Volume: 450,Page: 73-88
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si
Favorite | View/Download:23/0 | TC[WOS]:1 TC[Scopus]:2 | Submit date:2018/10/30
Streaming Time-series  Subsequence Monitoring  Spring  Nspring  Fpns  Dtw  
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:22/0 | TC[WOS]:0 TC[Scopus]:1 | 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:15/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/13
Data Streams  Dtw  Normalization  Nspring  Spring  Subsequence Matching  Ucr-dtw  
Financial time series pattern matching with extended UCR Suite and Support Vector Machine Journal article
Expert Systems with Applications, 2016,Volume: 55,Page: 284-296
Authors:  Xueyuan Gong;  Yain-Whar Si;  Simon Fong;  Robert P. Biuk-Aghai
Favorite | View/Download:14/0 | TC[WOS]:14 TC[Scopus]:22 | Submit date:2019/02/13
Financial Time Series  Perceptually Important Points  Subsequence Matching  Support Vector Machine  Ucr Suite  
Effect of segmentation on financial time series pattern matching Journal article
Applied Soft Computing, 2016,Volume: 38,Page: 346
Authors:  Yuqing Wan;  Xueyuan Gong;  Yain-Whar Si
Favorite | View/Download:10/0 | TC[WOS]:14 TC[Scopus]:20 | Submit date:2018/10/30
Financial Time Series  Head-and-shoulders  Pattern Matching  Segmentation  Technical Pattern  
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
Favorite | View/Download:18/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
Crossmatch  Ncm  Pattern Discovery  Time-series Streams  
Advances of applying metaheuristics to data mining techniques Book chapter
出自: Improving Knowledge Discovery through the Integration of Data Mining Techniques:IGI Global, 2015, 页码: 75-103
Authors:  Simon Fong;  Jinyan Li;  Xueyuan Gong;  Athanasios V. Vasilakos
Favorite | View/Download:11/0 | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/13
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
Favorite | View/Download:15/0 | TC[WOS]:2 TC[Scopus]:4 | Submit date:2019/02/13
Comparison of subsequence pattern matching methods for financial time series Conference paper
2013 Ninth International Conference on Computational Intelligence and Security, Leshan, China, 14-15 Dec. 2013
Authors:  Xueyuan Gong;  Yain-Whar Si
Favorite | View/Download:9/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/14
Financial Time Series  Segmentation  Subsequence Pattern Matching  Technical Pattern