Yan Zhu

26 papers A* 7Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
Matrix Profile IX: Admissible Time Series Motif Discovery With Missing Data.
IEEE Trans. Knowl. Data Eng.
Yan Zhu, Abdullah Mueen, Eamonn J. Keogh
2020 J jnl
Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in Data Series.
CoRR
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2020 A* conf
Matrix Profile XVII: Indexing the Matrix Profile to Allow Arbitrary Range Queries.
ICDE
Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Eamonn J. Keogh
2020 J jnl
Matrix profile goes MAD: variable-length motif and discord discovery in data series.
Data Min. Knowl. Discov.
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2020 J jnl
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.
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
2020 J jnl
VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series.
CoRR
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2019 J jnl
Fast Similarity Matrix Profile for Music Analysis and Exploration.
IEEE Trans. Multim.
Diego Furtado Silva, Chin-Chia Michael Yeh, Yan Zhu, Gustavo E. A. P. A. Batista, Eamonn J. Keogh
2019 J jnl
Introducing time series chains: a new primitive for time series data mining.
Knowl. Inf. Syst.
Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn J. Keogh
2019 A* conf
Online Amnestic DTW to allow Real-Time Golden Batch Monitoring.
KDD
Chin-Chia Michael Yeh, Yan Zhu, Hoang Anh Dau, Amirali Darvishzadeh, Mikhail Noskov, Eamonn J. Keogh
2019 J jnl
The UCR time series archive.
IEEE CAA J. Autom. Sinica
Hoang Anh Dau, Anthony J. Bagnall, Kaveh Kamgar, Chin-Chia Michael Yeh, Yan Zhu, Shaghayegh Gharghabi, Chotirat Ann Ratanamahatana, Eamonn J. Keogh
2018 J jnl
Admissible Time Series Motif Discovery with Missing Data.
CoRR
Yan Zhu, Abdullah Mueen, Eamonn J. Keogh
2018 J jnl
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins.
Knowl. Inf. Syst.
Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh
2018 — conf
Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series.
SIGMOD Conference
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2018 A* conf
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds.
ICDM
Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Kaveh Kamgar, Eamonn J. Keogh
2018 J jnl
Representation Learning by Reconstructing Neighborhoods.
CoRR
Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis, Abdullah Mueen, Eamonn J. Keogh
2018 — —
The Matrix Profile: Scalable Algorithms and New Primitives for Time Series Data Mining.
Yan Zhu
2018 J jnl
The UCR Time Series Archive.
CoRR
Hoang Anh Dau, Anthony J. Bagnall, Kaveh Kamgar, Chin-Chia Michael Yeh, Yan Zhu, Shaghayegh Gharghabi, Chotirat Ann Ratanamahatana, Eamonn J. Keogh
2018 A* conf
Time Series Chains: A Novel Tool for Time Series Data Mining.
IJCAI
Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn J. Keogh
2018 J jnl
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile.
Data Min. Knowl. Discov.
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
2018 — conf
VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series.
SIGMOD Conference
Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2017 A* conf
Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining (Best Student Paper Award).
ICDM
Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn J. Keogh
2016 J jnl
Irrevocable-choice algorithms for sampling from a stream.
Data Min. Knowl. Discov.
Yan Zhu, Eamonn J. Keogh
2016 A* conf
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets.
ICDM
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
2016 A* conf
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins.
ICDM
Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh
2013 — conf
A Multi-order Markov Chain Based Scheme for Anomaly Detection.
COMPSAC Workshops
Wenyao Sha, Yongxin Zhu, Tian Huang, Meikang Qiu, Yan Zhu, Qiannan Zhang
2013 — conf
An LOF-Based Adaptive Anomaly Detection Scheme for Cloud Computing.
COMPSAC Workshops
Tian Huang, Yan Zhu, Qiannan Zhang, Yongxin Zhu, Dongyang Wang, Meikang Qiu, Lei Liu