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Eamonn Keogh

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Time Series Synthesis Using the Matrix Profile for Anonymization

Nov 05, 2023
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

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Ego-Network Transformer for Subsequence Classification in Time Series Data

Nov 05, 2023
Chin-Chia Michael Yeh, Huiyuan Chen, Yujie Fan, Xin Dai, Yan Zheng, Vivian Lai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

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Sketching Multidimensional Time Series for Fast Discord Mining

Nov 05, 2023
Chin-Chia Michael Yeh, Yan Zheng, Menghai Pan, Huiyuan Chen, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang, Jeff M. Phillips, Eamonn Keogh

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Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series

Dec 09, 2022
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn Keogh

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Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series

Dec 24, 2021
Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Wei Zhang, Eamonn Keogh

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Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTW

Sep 16, 2020
Sara Alaee, Kaveh Kamgar, Eamonn Keogh

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Features or Shape? Tackling the False Dichotomy of Time Series Classification

Dec 20, 2019
Sara Alaee, Alireza Abdoli, Christian Shelton, Amy C. Murillo, Alec C. Gerry, Eamonn Keogh

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Time series classification for varying length series

Oct 10, 2019
Chang Wei Tan, Francois Petitjean, Eamonn Keogh, Geoffrey I. Webb

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Representation Learning by Reconstructing Neighborhoods

Nov 06, 2018
Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis, Abdullah Mueen, Eamonn Keogh

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The UEA multivariate time series classification archive, 2018

Oct 31, 2018
Anthony Bagnall, Hoang Anh Dau, Jason Lines, Michael Flynn, James Large, Aaron Bostrom, Paul Southam, Eamonn Keogh

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