Introducing time series chains: a new primitive for time series data mining

Querying and mining of time series data

Hui Ding, Goce Trajcevski, Peter Scheuermann et al. · Proceedings of the VLDB Endowment · 2008 · 1.3K citations

Computing, Computer Science, Data Science +6

Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets

Chin‐Chia Michael Yeh, Yan Zhu, Liudmila Ulanova et al. · 2016 · 621 citations

Computing, Computer Science, Data Mining +14

ElectriSense

Sidhant Gupta, Matthew S. Reynolds, Shwetak Patel · 2010 · 417 citations

Engineering, Electrical Engineering, Power Electronics +16

Mining motifs in massive time series databases

Prof. Vaishali Patel, Eamonn Keogh, Jessica Lin · 2003 · 245 citations

Computing, Computer Science, Computational Biology +11

Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins

Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari et al. · 2016 · 229 citations · Full text

Computing, Computer Science, High-performance Computing +16