Abdullah Mueen
Abdullah Mueen
Associate Professor, Department of Computer Science, University of New Mexico
Verified email at cs.unm.edu - Homepage
TitleCited byYear
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
6632012
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
5972013
The ucr time series classification archive
Y Chen, E Keogh, B Hu, N Begum, A Bagnall, A Mueen, G Batista
July, 2015
4712015
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
3572009
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
2612011
Curse of dimensionality
E Keogh, A Mueen
Encyclopedia of machine learning, 257-258, 2010
243*2010
Online discovery and maintenance of time series motifs
A Mueen, E Keogh
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
1612010
Clustering time series using unsupervised-shapelets
J Zakaria, A Mueen, E Keogh
2012 IEEE 12th International Conference on Data Mining, 785-794, 2012
1402012
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), 10, 2013
1372013
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
1332016
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
1312010
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
1282010
Enumeration of time series motifs of all lengths
A Mueen, N Chavoshi
Knowledge and Information Systems 45 (1), 105-132, 2015
952015
The UCR time series classification archive (2015)
Y Chen, E Keogh, B Hu, N Begum, A Bagnall, A Mueen, G Batista
URL: www. cs. ucr. edu/~ eamonn/time_series_data, 2015
742015
DeBot: Twitter Bot Detection via Warped Correlation.
N Chavoshi, H Hamooni, A Mueen
ICDM, 817-822, 2016
702016
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
652016
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
612009
Extracting optimal performance from dynamic time warping
A Mueen, E Keogh
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
522016
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
452015
Identifying correlated bots in twitter
N Chavoshi, H Hamooni, A Mueen
International Conference on Social Informatics, 14-21, 2016
422016
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