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

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

24 December 2021

Chin-Chia Michael Yeh

Yan Zheng

Junpeng Wang

Zhongfang Zhuang

Wei Zhang

Eamonn Keogh

Papers citing "Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series"

6 / 6 papers shown

Title
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data Chin-Chia Michael Yeh Yujie Fan Xin Dai Uday Singh Saini Vivian Lai ... Huiyuan Chen Yan Zheng Zhongfang Zhuang Liang Wang Wei Zhang AI4TS 26 7 0 16 Feb 2024
Time Series Synthesis Using the Matrix Profile for Anonymization Audrey Der Chin-Chia Michael Yeh Yan Zheng Junpeng Wang Huiyuan Chen Zhongfang Zhuang Liang Wang Wei Zhang Eamonn J. Keogh AI4TS 15 3 0 05 Nov 2023
Ego-Network Transformer for Subsequence Classification in Time Series Data Chin-Chia Michael Yeh Huiyuan Chen Yujie Fan Xin Dai Yan Zheng ... Junpeng Wang Zhongfang Zhuang Liang Wang Wei Zhang Eamonn J. Keogh 27 5 0 05 Nov 2023
Sketching Multidimensional Time Series for Fast Discord Mining Chin-Chia Michael Yeh Yan Zheng Menghai Pan Huiyuan Chen Zhongfang Zhuang Junpeng Wang Liang Wang Wei Zhang Jeff M. Phillips Eamonn J. Keogh AI4TS 32 7 0 05 Nov 2023
Toward a Foundation Model for Time Series Data Chin-Chia Michael Yeh Xin Dai Huiyuan Chen Yan Zheng Yujie Fan ... Vivian Lai Zhongfang Zhuang Junpeng Wang Liang Wang Wei Zhang AI4TS AI4CE 36 25 0 05 Oct 2023
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series Audrey Der Chin-Chia Michael Yeh R. Wu Junpeng Wang Yan Zheng Zhongfang Zhuang Liang Wang Wei Zhang Eamonn Keogh AI4TS 19 3 0 09 Dec 2022