Chin‐Chia Michael Yeh

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

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

Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile

Chin‐Chia Michael Yeh, Yan Zhu, Liudmila Ulanova et al. · Data Mining and Knowledge Discovery · 2017 · 132 citations

Computing, Data Science, Data Mining +10

Matrix Profile VI: Meaningful Multidimensional Motif Discovery

Chin‐Chia Michael Yeh, Eamonn Keogh · 2017 · 114 citations

Computing, Data Science, Data Mining +9

Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds

Yan Zhu, Chin‐Chia Michael Yeh, Zachary Zimmerman et al. · 2018 · 107 citations

Computing, Bioinformatics, Computer Science +11