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Fast fuzzy subsequence matching algorithms on time-series Journal article
EXPERT SYSTEMS WITH APPLICATIONS, 2019,Volume: 116,Page: 275-284
作者:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si
收藏  |  浏览/下载:12/0  |  提交时间: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
作者:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si
收藏  |  浏览/下载:12/0  |  提交时间:2018/10/30
Streaming Time-series  Subsequence Monitoring  Spring  Nspring  Fpns  Dtw  
A formal approach to chart patterns classification in financial time series Journal article
INFORMATION SCIENCES, 2017,Volume: 411,Page: 151-175
作者:  Yuqing Wan;  Yain-Whar Si
收藏  |  浏览/下载:7/0  |  提交时间:2018/10/30
Chart Patterns  Formal Specification  Pattern Matching  Financial Time Series  Technical Analysis  
Degree-Pruning Dynamic Programming Approaches to Central Time Series Minimizing Dynamic Time Warping Distance Journal article
IEEE TRANSACTIONS ON CYBERNETICS, 2017,Volume: 47,Issue: 7,Page: 1719-1729
作者:  Sun, Tao;  Liu, Hongbo;  Yu, Hong;  Chen, C. L. Philip
收藏  |  浏览/下载:8/0  |  提交时间:2018/10/30
Barycenter averaging  central time series  dynamic time warping (DTW)  time series  within-group sum of squares (WGSSs)  
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  
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  
Time series for blind biosignal classification model Journal article
Computers in Biology and Medicine, 2014,Volume: 54,Page: 32-36
作者:  Wong D.F.;  Chao L.S.;  Zeng X.;  Vai M.-I.;  Lam H.-L.
收藏  |  浏览/下载:7/0  |  提交时间:2018/12/24
Bioinformatics  Blind Biosignal Classification  Dynamic Time Warping (Dtw)  Machine Learning  Time Series Clustering  
Human action recognition with skeletal information from depth camera Conference paper
2013 IEEE International Conference on Information and Automation, ICIA 2013, Yinchuan, PEOPLES R CHINA, AUG 26-28, 2013
作者:  Zhu H.-M.;  Pun C.-M.
收藏  |  浏览/下载:1/0  |  提交时间:2019/02/14
Action Recognition  Angular Representation  Depth Image  Dtw  Skeleton Tracking  
Blind biosignal classification framework based on DTW algorithm Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics, Guilin, China, 10-13 July 2011
作者:  Chao S.;  Wong F.;  Lam H.-L.;  Vai M.-I.
收藏  |  浏览/下载:5/0  |  提交时间:2018/12/24
Biosignal  Classification  Clustering  Data Mining  Dynamic Time Warping (Dtw)