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Abdullah Mueen
Abdullah Mueen
Associate Professor, Department of Computer Science, University of New Mexico
Geverifieerd e-mailadres voor cs.unm.edu - Homepage
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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
10662012
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
9492013
The UCR time series classification archive
Y Chen, E Keogh, B Hu, N Begum, A Bagnall, A Mueen, G Batista
July, 2015
8872015
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
5142009
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
5052016
Curse of dimensionality.
EJ Keogh, A Mueen
Encyclopedia of machine learning and data mining 2017, 314-315, 2017
4542017
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
3802011
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
2572013
Debot: Twitter bot detection via warped correlation.
N Chavoshi, H Hamooni, A Mueen
Icdm, 817-822, 2016
2372016
Clustering time series using unsupervised-shapelets
J Zakaria, A Mueen, E Keogh
2012 IEEE 12th International Conference on Data Mining, 785-794, 2012
2292012
Online discovery and maintenance of time series motifs
A Mueen, E Keogh
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
1992010
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
1962016
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
1652010
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
1652010
Extracting optimal performance from dynamic time warping
A Mueen, E Keogh
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
1562016
Enumeration of time series motifs of all lengths
A Mueen, N Chavoshi
Knowledge and Information Systems 45 (1), 105-132, 2015
1372015
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
1282016
Analyzing the Great Firewall of China Over Space and Time.
R Ensafi, P Winter, A Mueen, JR Crandall
Proc. Priv. Enhancing Technol. 2015 (1), 61-76, 2015
1082015
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
972018
The Fastest Similarity Search Algorithm for Time Series Subsequences under Euclidean Distance
A Mueen, Y Zhu, M Yeh, K Kamgar, K Viswanathan, C Gupta, E Keogh
https://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html, 2017
942017
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Artikelen 1–20