Abdullah Mueen

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Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
Chin-Chia Michael YehVisa ResearchVerified email at visa.com
Nikan ChavoshiSenior Member of Technical Staff, Oracle LabsVerified email at oracle.com
Hossein HamooniResearch Scientist/Engineer @ MetaVerified email at fb.com
Gustavo Enrique BatistaAssociate Professor, School of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Nurjahan BegumUniversity of California, RiversideVerified email at cs.ucr.edu
Thanawin RakthanmanonDept. of Computer Engineering, Kasetsart University, ThailandVerified email at ku.ac.th
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalVerified email at mgh.harvard.edu
Tony BagnallProfessor of Computer Science, University of SouthamptonVerified email at uea.ac.uk
Amanda J. MinnichResearch Scientist, Lawrence Livermore National LabVerified email at llnl.gov
Hoang Anh DauMachine Learning Research Engineer, UberVerified email at uber.com
Diego Furtado SilvaAssistant Professor, University of São PauloVerified email at usp.br
Zachary ZimmermanGoogleVerified email at google.com
Bing HuFacebookVerified email at ucr.edu
Noor Abu-el-rubData Scientist, University of Kansas Medical CenterVerified email at kumc.edu
Yanping ChenUniversity of California, RiversideVerified email at ucr.edu
Gareth FunningProfessor, University of California, RiversideVerified email at ucr.edu
Liudmila UlanovaPhD in Computer Science, University of California, RiversideVerified email at ucr.edu
Ian BeaverChief Scientist, Verint Systems IncVerified email at verint.com
Farhan Asif ChowdhuryResearch Scientist, MetaVerified email at unm.edu

Abdullah Mueen

Other namesAbdullah (Mueen) Mueen

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	1328	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, 275-309, 2013	1111	2013
The UCR time series classification archive Y Chen, E Keogh, B Hu, N Begum, A Bagnall, A Mueen, G Batista July, 2015	1043	2015
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	813	2016
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	604	2009
Curse of dimensionality. EJ Keogh, A Mueen Encyclopedia of machine learning and data mining 2017, 314-315, 2017	599	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	441	2011
Debot: Twitter bot detection via warped correlation. N Chavoshi, H Hamooni, A Mueen Icdm 18, 28-65, 2016	346	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	328	2013
Clustering time series using unsupervised-shapelets J Zakaria, A Mueen, E Keogh 2012 IEEE 12th International Conference on Data Mining, 785-794, 2012	308	2012
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	297	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	279	2018
Logmine: Fast pattern recognition for log analytics H Hamooni, B Debnath, J Xu, H Zhang, G Jiang, A Mueen Proceedings of the 25th ACM international on conference on information and …, 2016	251	2016
Extracting optimal performance from dynamic time warping A Mueen, E Keogh Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016	214	2016
Online discovery and maintenance of time series motifs A Mueen, E Keogh Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010	212	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	196	2010
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	189	2010
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, 83-123, 2018	166	2018
Analyzing the Great Firewall of China over space and time R Ensafi, P Winter, A Mueen, JR Crandall Proceedings on privacy enhancing technologies, 2015	163	2015
Enumeration of time series motifs of all lengths A Mueen, N Chavoshi Knowledge and Information Systems 45 (1), 105-132, 2015	153	2015

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