Yan Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 23

Top Venues

CoRR

ICDM

Data Min. Knowl. Discov.

COMPSAC Workshops

University of California, Riverside, USA (PHD)

Education History

University of California, Riverside, USA

PHD

Publications

Yan Zhu, Abdullah Mueen, Eamonn J. Keogh
Matrix Profile IX: Admissible Time Series Motif Discovery With Missing Data. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in Data Series. CoRR (2020)
Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Eamonn J. Keogh
Matrix Profile XVII: Indexing the Matrix Profile to Allow Arbitrary Range Queries. ICDE (2020)
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series. CoRR (2020)
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
Matrix profile goes MAD: variable-length motif and discord discovery in data series. Data Min. Knowl. Discov. 34 (4) (2020)
Yan Zhu, Shaghayegh Gharghabi, Diego Furtado Silva, Hoang Anh Dau, Chin-Chia Michael Yeh, Nader Shakibay Senobari, Abdulaziz Almaslukh, Kaveh Kamgar, Zachary Zimmerman, Gareth J. Funning, Abdullah Mueen, Eamonn J. Keogh
The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code. Data Min. Knowl. Discov. 34 (4) (2020)
Hoang Anh Dau, Anthony J. Bagnall, Kaveh Kamgar, Chin-Chia Michael Yeh, Yan Zhu, Shaghayegh Gharghabi, Chotirat Ann Ratanamahatana, Eamonn J. Keogh
The UCR time series archive. IEEE CAA J. Autom. Sinica 6 (6) (2019)
Chin-Chia Michael Yeh, Yan Zhu, Hoang Anh Dau, Amirali Darvishzadeh, Mikhail Noskov, Eamonn J. Keogh
Online Amnestic DTW to allow Real-Time Golden Batch Monitoring. KDD (2019)
Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn J. Keogh
Introducing time series chains: a new primitive for time series data mining. Knowl. Inf. Syst. 60 (2) (2019)
Diego Furtado Silva, Chin-Chia Michael Yeh, Yan Zhu, Gustavo E. A. P. A. Batista, Eamonn J. Keogh
Fast Similarity Matrix Profile for Music Analysis and Exploration. IEEE Trans. Multim. 21 (1) (2019)
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series. SIGMOD Conference (2018)
Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins. Knowl. Inf. Syst. 54 (1) (2018)
Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn J. Keogh
Time Series Chains: A Novel Tool for Time Series Data Mining. IJCAI (2018)
Yan Zhu, Abdullah Mueen, Eamonn J. Keogh
Admissible Time Series Motif Discovery with Missing Data. CoRR (2018)
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series. SIGMOD Conference (2018)
Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Kaveh Kamgar, Eamonn J. Keogh
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds. ICDM (2018)
Hoang Anh Dau, Anthony J. Bagnall, Kaveh Kamgar, Chin-Chia Michael Yeh, Yan Zhu, Shaghayegh Gharghabi, Chotirat Ann Ratanamahatana, Eamonn J. Keogh
The UCR Time Series Archive. CoRR (2018)
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Zachary Zimmerman, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Data Min. Knowl. Discov. 32 (1) (2018)
Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis, Abdullah Mueen, Eamonn J. Keogh
Representation Learning by Reconstructing Neighborhoods. CoRR (2018)
Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn J. Keogh
Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining (Best Student Paper Award). ICDM (2017)
Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins. ICDM (2016)
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. ICDM (2016)
Yan Zhu, Eamonn J. Keogh
Irrevocable-choice algorithms for sampling from a stream. Data Min. Knowl. Discov. 30 (5) (2016)
Wenyao Sha, Yongxin Zhu, Tian Huang, Meikang Qiu, Yan Zhu, Qiannan Zhang
A Multi-order Markov Chain Based Scheme for Anomaly Detection. COMPSAC Workshops (2013)
Tian Huang, Yan Zhu, Qiannan Zhang, Yongxin Zhu, Dongyang Wang, Meikang Qiu, Lei Liu
An LOF-Based Adaptive Anomaly Detection Scheme for Cloud Computing. COMPSAC Workshops (2013)

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Publication Activity (10 Years)

Top Topics

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Yan Zhu