Effective and Efficient Shape-Based Pattern Detection over Streaming Time Series

Yueguo Chen; Ke Chen; Mario A. Nascimento

doi:10.1109/tkde.2010.223

Effective and Efficient Shape-Based Pattern Detection over Streaming Time Series

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2010.223 ◽

2012 ◽

Vol 24 (2) ◽

pp. 265-278 ◽

Cited By ~ 6

Author(s):

Yueguo Chen ◽

Ke Chen ◽

Mario A. Nascimento

Keyword(s):

Time Series ◽

Pattern Detection

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Hydrological Time Series Anomaly Pattern Detection based on Isolation Forest

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) ◽

10.1109/itnec.2019.8729405 ◽

2019 ◽

Cited By ~ 1

Author(s):

Yu Qin ◽

YuanSheng Lou

Keyword(s):

Time Series ◽

Pattern Detection ◽

Anomaly Pattern ◽

Isolation Forest

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Research on Anomaly Pattern Detection in Hydrological Time Series

2017 14th Web Information Systems and Applications Conference (WISA) ◽

10.1109/wisa.2017.73 ◽

2017 ◽

Cited By ~ 2

Author(s):

Jianshu Sun ◽

Yuansheng Lou ◽

Feng Ye

Keyword(s):

Time Series ◽

Pattern Detection ◽

Anomaly Pattern

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Pattern Detection in Intensive Care Monitoring Time Series with Autoregressive Models: Influence of the Model Order

Biometrical Journal ◽

10.1002/1521-4036(200209)44:6<746::aid-bimj746>3.0.co;2-2 ◽

2002 ◽

Vol 44 (6) ◽

pp. 746-761 ◽

Cited By ~ 11

Author(s):

M. Imhoff ◽

M. Bauer ◽

U. Gather ◽

R. Fried

Keyword(s):

Time Series ◽

Intensive Care ◽

Pattern Detection ◽

Autoregressive Models ◽

Intensive Care Monitoring ◽

Model Order ◽

Monitoring Time

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Comparison of Pattern Detection Methods in Microarray Time Series of the Segmentation Clock

PLoS ONE ◽

10.1371/journal.pone.0002856 ◽

2008 ◽

Vol 3 (8) ◽

pp. e2856 ◽

Cited By ~ 23

Author(s):

Mary-Lee Dequéant ◽

Sebastian Ahnert ◽

Herbert Edelsbrunner ◽

Thomas M. A. Fink ◽

Earl F. Glynn ◽

...

Keyword(s):

Time Series ◽

Pattern Detection ◽

Detection Methods ◽

Segmentation Clock

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A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2011.6091492 ◽

2011 ◽

Cited By ~ 2

Author(s):

T. Rocha ◽

S. Paredes ◽

P. Carvalho ◽

J. Henriques

Keyword(s):

Time Series ◽

Pattern Detection

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Pattern Detection and Analysis in Financial Time Series Using Suffix Arrays

Springer Optimization and Its Applications - Financial Decision Making Using Computational Intelligence ◽

10.1007/978-1-4614-3773-4_5 ◽

2012 ◽

pp. 129-157 ◽

Cited By ~ 3

Author(s):

Konstantinos F. Xylogiannopoulos ◽

Panagiotis Karampelas ◽

Reda Alhajj

Keyword(s):

Time Series ◽

Financial Time Series ◽

Pattern Detection ◽

Suffix Arrays ◽

Financial Time

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Statistical pattern detection in univariate time series of intensive care on-line monitoring data

Intensive Care Medicine ◽

10.1007/s001340050767 ◽

1998 ◽

Vol 24 (12) ◽

pp. 1305-1314 ◽

Cited By ~ 44

Author(s):

M. Imhoff ◽

M. Bauer ◽

U. Gather ◽

D. Löhlein

Keyword(s):

Time Series ◽

Intensive Care ◽

Pattern Detection ◽

Monitoring Data ◽

Univariate Time Series ◽

Statistical Pattern ◽

On Line

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A Framework for Periodic Outlier Pattern Detection in Time-Series Sequences

IEEE Transactions on Cybernetics ◽

10.1109/tsmcc.2013.2261984 ◽

2014 ◽

Vol 44 (5) ◽

pp. 569-582 ◽

Cited By ~ 25

Author(s):

Faraz Rasheed ◽

Reda Alhajj

Keyword(s):

Time Series ◽

Pattern Detection

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Pattern detection for time series trajectories in human in the loop applications

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-179070 ◽

2019 ◽

Vol 37 (1) ◽

pp. 115-123 ◽

Cited By ~ 2

Author(s):

Mohamed A. Mabrok ◽

Abdel-Haleem Abdel-Aty

Keyword(s):

Time Series ◽

Pattern Detection ◽

Human In The Loop

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An Unknown Pattern Detection Method for Time Series Data Based on Convolutional Neural Network

2019 2nd International Conference on Safety Produce Informatization (IICSPI) ◽

10.1109/iicspi48186.2019.9095913 ◽

2019 ◽

Author(s):

Junpeng Bao ◽

Xinyi Li

Keyword(s):

Neural Network ◽

Time Series ◽

Convolutional Neural Network ◽

Time Series Data ◽

Detection Method ◽

Pattern Detection ◽

Series Data

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