Abdullah Mueen

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Eamonn KeoghProfessor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
Nikan ChavoshiSenior Member of Technical Staff, Oracle LabsVerified email at oracle.com
Hossein HamooniResearch Data Scientist @ FacebookVerified email at fb.com
Yan ZhuPhD Candidate in Computer Science, University of California, RiversideVerified email at ucr.edu
Thanawin RakthanmanonDept. of Computer Engineering, Kasetsart University, ThailandVerified email at ku.ac.th
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
Chin-Chia Michael YehVisa ResearchVerified email at visa.com
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalVerified email at mgh.harvard.edu
Nurjahan BegumUniversity of California, RiversideVerified email at cs.ucr.edu
Amanda J. MinnichResearch Scientist, Lawrence Livermore National LabVerified email at llnl.gov
Bing HuFacebookVerified email at ucr.edu
Hoang Anh DauGraduate Student Researcher, 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
Zachary ZimmermanUniversity of California, RiversideVerified email at ucr.edu
Yanping ChenUniversity of California, RiversideVerified email at ucr.edu
Tony BagnallProfessor of Computer Science, University of East AngliaVerified email at uea.ac.uk
Noor Abu-el-rubPhD student, University of New MexicoVerified email at unm.edu
Gareth FunningAssociate Professor, University of California, RiversideVerified email at ucr.edu
Goce TrajcevskiDept. of ECpE, Iowa State UniversityVerified email at iastate.edu
Peter ScheuermannProfessor of Electrical Engineering and Computer Science, Northwestern UniversityVerified email at eecs.northwestern.edu

Abdullah Mueen

Associate Professor, Department of Computer Science, University of New Mexico

Verified email at cs.unm.edu - Homepage

Data Mining Time Series Artificial Intelligence


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Searching and mining trillions of time series subsequences under dynamic time warping T Rakthanmanon, B Campana, A Mueen, G Batista, B Westover, Q Zhu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	866	2012
Experimental comparison of representation methods and distance measures for time series data X Wang, A Mueen, H Ding, G Trajcevski, P Scheuermann, E Keogh Data Mining and Knowledge Discovery 26 (2), 275-309, 2013	784	2013
The ucr time series classification archive Y Chen, E Keogh, B Hu, N Begum, A Bagnall, A Mueen, G Batista July, 2015	732	2015
Exact discovery of time series motifs A Mueen, E Keogh, Q Zhu, S Cash, B Westover Proceedings of the 2009 SIAM international conference on data mining, 473-484, 2009	428	2009
Curse of dimensionality. EJ Keogh, A Mueen Encyclopedia of machine learning and data mining 2017, 314-315, 2017	356	2017
Logical-shapelets: an expressive primitive for time series classification A Mueen, E Keogh, N Young Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	321	2011
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	268	2016
Addressing big data time series: Mining trillions of time series subsequences under dynamic time warping T Rakthanmanon, B Campana, A Mueen, G Batista, B Westover, Q Zhu, ... ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (3), 1-31, 2013	204	2013
Clustering time series using unsupervised-shapelets J Zakaria, A Mueen, E Keogh 2012 IEEE 12th International Conference on Data Mining, 785-794, 2012	186	2012
Online discovery and maintenance of time series motifs A Mueen, E Keogh Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	183	2010
Debot: Twitter bot detection via warped correlation. N Chavoshi, H Hamooni, A Mueen Icdm, 817-822, 2016	160	2016
Accelerating dynamic time warping subsequence search with GPUs and FPGAs D Sart, A Mueen, W Najjar, E Keogh, V Niennattrakul 2010 IEEE International Conference on Data Mining, 1001-1006, 2010	155	2010
Fast approximate correlation for massive time-series data A Mueen, S Nath, J Liu Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010	151	2010
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	122	2016
Enumeration of time series motifs of all lengths A Mueen, N Chavoshi Knowledge and Information Systems 45 (1), 105-132, 2015	116	2015
Extracting optimal performance from dynamic time warping A Mueen, E Keogh Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	106	2016
The ucr time series classification archive HA Dau, E Keogh, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ... URL https://www. cs. ucr. edu/~ eamonn/time_series_data_2018, 2018	88	2018
Finding time series motifs in disk-resident data A Mueen, E Keogh, N Bigdely-Shamlo 2009 Ninth IEEE International Conference on Data Mining, 367-376, 2009	74	2009
Identifying correlated bots in twitter N Chavoshi, H Hamooni, A Mueen International conference on social informatics, 14-21, 2016	73	2016
Analyzing the Great Firewall of China over space and time R Ensafi, P Winter, A Mueen, JR Crandall Proceedings on privacy enhancing technologies 2015 (1), 61-76, 2015	71	2015

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