Chin-Chia Michael Yeh

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Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
Yan ZhuPhD Candidate in Computer Science, University of California, RiversideVerified email at ucr.edu
Abdullah MueenAssociate Professor, Department of Computer Science, University of New MexicoVerified email at cs.unm.edu
Hoang Anh DauGraduate Student Researcher, University of California, RiversideVerified email at ucr.edu
Shaghayegh GharghabiDepartment of Electrical and Computer Engineering, University of California, RiversideVerified email at ucr.edu
Diego Furtado SilvaAssistant Professor, Departamento de Computação - Universidade Federal de São CarlosVerified email at dc.ufscar.br
Yi-Hsuan YangResearch Center for IT Innovation, Academia SinicaVerified email at citi.sinica.edu.tw
Zachary ZimmermanUniversity of California, RiversideVerified email at ucr.edu
Nurjahan BegumUniversity of California, RiversideVerified email at cs.ucr.edu
Liudmila UlanovaPhD in Computer Science, University of California, RiversideVerified email at ucr.edu
Gareth FunningAssociate Professor, University of California, RiversideVerified email at ucr.edu
Nader Shakibay SenobariAssistant Project Scientist, UC Riverside, Computer Science DepartmentVerified email at ucr.edu
Gustavo Enrique de Almeida Prado Al...Associate Professor, School of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Chotirat Ann RatanamahatanaAssociate Professor, Dept. of Computer Engineering, Chulalongkorn UniversityVerified email at chula.ac.th
Philip BriskUniversity of California, RiversideVerified email at cs.ucr.edu
Li SuInstitute of Information Science, Academia SinicaVerified email at iis.sinica.edu.tw
Ju-Chiang WangResearch Scientist, AI-Lab US, ByteDance Inc.Verified email at bytedance.com
Tony BagnallProfessor of Computer Science, University of East AngliaVerified email at uea.ac.uk
Ping-Keng JaoÉcole Polytechnique Fédérale de Lausanne (EPFL), SwitzerlandVerified email at epfl.ch
Jen-Yu LiuTaiwan AI LabsVerified email at ailabs.tw

Chin-Chia Michael Yeh

Visa Research

Verified email at visa.com - Homepage

Data Mining Time Series Machine learning Multimedia


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Matrix profile I: all pairs similarity joins for time series: a unifying view that includes motifs, discords and shapelets CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, DF Silva, ... 2016 IEEE 16th international conference on data mining (ICDM), 1317-1322, 2016	289	2016
The UCR time series archive HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ... arXiv preprint arXiv:1810.07758, 2018	144	2018
Matrix profile ii: Exploiting a novel algorithm and gpus to break the one hundred million barrier for time series motifs and joins Y Zhu, Z Zimmerman, NS Senobari, CCM Yeh, G Funning, A Mueen, ... 2016 IEEE 16th international conference on data mining (ICDM), 739-748, 2016	126	2016
The UCR Time Series Classification Archive HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ... https://www.cs.ucr.edu/~eamonn/time_series_data_2018/, 2018	123*	2018
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile CCM Yeh, Y Zhu, L Ulanova, N Begum, Y Ding, HA Dau, Z Zimmerman, ... Data Mining and Knowledge Discovery 32 (1), 83-123, 2018	64	2018
A systematic evaluation of the bag-of-frames representation for music information retrieval L Su, CCM Yeh, JY Liu, JC Wang, YH Yang IEEE Transactions on Multimedia 16 (5), 1188-1200, 2014	60	2014
Matrix Profile VI: Meaningful Multidimensional Motif Discovery CCM Yeh, N Kavantzas, E Keogh Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017	57	2017
SiMPle: Assessing Music Similarity Using Subsequences Joins. DF Silva, CCM Yeh, GE Batista, EJ Keogh ISMIR, 23-29, 2016	53	2016
The Fastest Similarity Search Algorithm for Time Series Subsequences under Euclidean Distance A Mueen, Y Zhu, CCM Yeh, K Kamgar, K Viswanathan, C Gupta, E Keogh http://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html, 2017	47	2017
Supervised dictionary learning for music genre classification CCM Yeh, YH Yang Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 1-8, 2012	44	2012
Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels S Gharghabi, Y Ding, CCM Yeh, K Kamgar, L Ulanova, E Keogh Data Mining (ICDM), 2017 IEEE 17th International Conference on, 2017	40	2017
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds Y Zhu, CCM Yeh, Z Zimmerman, K Kamgar, E Keogh Data Mining (ICDM), 2018 IEEE 18th International Conference on, 2018	39	2018
Dual-layer bag-of-frames model for music genre classification CCM Yeh, L Su, YH Yang 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013	28	2013
Matrix profile III: the matrix profile allows visualization of salient subsequences in massive time series CCM Yeh, H Van Herle, E Keogh 2016 IEEE 16th international conference on data mining (ICDM), 579-588, 2016	24	2016
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins Y Zhu, Z Zimmerman, NS Senobari, CCM Yeh, G Funning, A Mueen, ... Knowledge and Information Systems, 1-34, 2018	21	2018
Matrix Profile IV: Using Weakly Labeled Time Series to Predict Outcomes CCM Yeh, N Kavantzas, E Keogh Proceedings of the VLDB Endowment 10 (12), 2017	21	2017
Time series classification to improve poultry welfare A Abdoli, AC Murillo, CCM Yeh, AC Gerry, EJ Keogh 2018 17TH IEEE International conference on machine learning and applications …, 2018	18	2018
Domain agnostic online semantic segmentation for multi-dimensional time series S Gharghabi, CCM Yeh, Y Ding, W Ding, P Hibbing, S LaMunion, ... Data mining and knowledge discovery 33 (1), 96-130, 2019	17	2019
Super‐efficient cross‐correlation (SEC‐C): A fast matched filtering code suitable for desktop computers NS Senobari, GJ Funning, E Keogh, Y Zhu, CCM Yeh, Z Zimmerman, ... Seismological Research Letters 90 (1), 322-334, 2019	17	2019
Fast Similarity Matrix Profile for Music Analysis and Exploration DF Silva, CCM Yeh, Y Zhu, GE Batista, E Keogh IEEE Transactions on Multimedia 14 (8), 1, 2015	12	2015

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