An LOF-Based Adaptive Anomaly Detection Scheme for Cloud Computing. - Tian Huang; Yan Zhu 014; Qiannan Zhang; Yongxin Zhu 001; Dongyang Wang; Meikang Qiu; Lei Liu (COMPSAC Workshops, 2013)

A Multi-order Markov Chain Based Scheme for Anomaly Detection. - Wenyao Sha; Yongxin Zhu 001; Tian Huang; Meikang Qiu; Yan Zhu 014; Qiannan Zhang (COMPSAC Workshops, 2013)

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 014; Liudmila Ulanova; Nurjahan Begum; Yifei Ding; Hoang Anh Dau; Diego Furtado Silva; Abdullah Mueen; Eamonn J. Keogh (ICDM, 2016)

Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins. - Yan Zhu 014; Zachary Zimmerman; Nader Shakibay Senobari; Chin-Chia Michael Yeh; Gareth J. Funning; Abdullah Mueen; Philip Brisk; Eamonn J. Keogh (ICDM, 2016)

Irrevocable-choice algorithms for sampling from a stream. - Yan Zhu 014; Eamonn J. Keogh (Data Min. Knowl. Discov., 2016)

Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining (Best Student Paper Award). - Yan Zhu 014; Makoto Imamura; Daniel Nikovski; Eamonn J. Keogh (ICDM, 2017)

Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds. - Yan Zhu 014; Chin-Chia Michael Yeh; Zachary Zimmerman; Kaveh Kamgar; Eamonn J. Keogh (ICDM, 2018)

Time Series Chains: A Novel Tool for Time Series Data Mining. - Yan Zhu 014; Makoto Imamura; Daniel Nikovski; Eamonn J. Keogh (IJCAI, 2018)

Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series. - Michele Linardi; Yan Zhu 014; Themis Palpanas; Eamonn J. Keogh (SIGMOD Conference, 2018)

VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series. - Michele Linardi; Yan Zhu 014; Themis Palpanas; Eamonn J. Keogh (SIGMOD Conference, 2018)

Admissible Time Series Motif Discovery with Missing Data. - Yan Zhu 014; Abdullah Mueen; Eamonn J. Keogh (CoRR, 2018)

Representation Learning by Reconstructing Neighborhoods. - Chin-Chia Michael Yeh; Yan Zhu 014; Evangelos E. Papalexakis; Abdullah Mueen; Eamonn J. Keogh (CoRR, 2018)

Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. - Chin-Chia Michael Yeh; Yan Zhu 014; Liudmila Ulanova; Nurjahan Begum; Yifei Ding; Hoang Anh Dau; Zachary Zimmerman; Diego Furtado Silva; Abdullah Mueen; Eamonn J. Keogh (Data Min. Knowl. Discov., 2018)

Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins. - Yan Zhu 014; Zachary Zimmerman; Nader Shakibay Senobari; Chin-Chia Michael Yeh; Gareth J. Funning; Abdullah Mueen; Philip Brisk; Eamonn J. Keogh (Knowl. Inf. Syst., 2018)

The Matrix Profile: Scalable Algorithms and New Primitives for Time Series Data Mining. - Yan Zhu 014 (2018)

Online Amnestic DTW to allow Real-Time Golden Batch Monitoring. - Chin-Chia Michael Yeh; Yan Zhu 014; Hoang Anh Dau; Amirali Darvishzadeh; Mikhail Noskov; Eamonn J. Keogh (KDD, 2019)

The UCR time series archive. - Hoang Anh Dau; Anthony J. Bagnall; Kaveh Kamgar; Chin-Chia Michael Yeh; Yan Zhu 014; Shaghayegh Gharghabi; Chotirat Ann Ratanamahatana; Eamonn J. Keogh (IEEE CAA J. Autom. Sinica, 2019)

Introducing time series chains: a new primitive for time series data mining. - Yan Zhu 014; Makoto Imamura; Daniel Nikovski; Eamonn J. Keogh (Knowl. Inf. Syst., 2019)

Fast Similarity Matrix Profile for Music Analysis and Exploration. - Diego Furtado Silva; Chin-Chia Michael Yeh; Yan Zhu 014; Gustavo E. A. P. A. Batista; Eamonn J. Keogh (IEEE Trans. Multim., 2019)

Matrix Profile XVII: Indexing the Matrix Profile to Allow Arbitrary Range Queries. - Yan Zhu 014; Chin-Chia Michael Yeh; Zachary Zimmerman; Eamonn J. Keogh (ICDE, 2020)

Matrix profile goes MAD: variable-length motif and discord discovery in data series. - Michele Linardi; Yan Zhu 014; Themis Palpanas; Eamonn J. Keogh (Data Min. Knowl. Discov., 2020)

The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code. - Yan Zhu 014; 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 (Data Min. Knowl. Discov., 2020)

Matrix Profile IX: Admissible Time Series Motif Discovery With Missing Data. - Yan Zhu 014; Abdullah Mueen; Eamonn J. Keogh (IEEE Trans. Knowl. Data Eng., 2021)