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Refereed Conference Papers

TrueView: Harnessing the Power of Multiple Review Sites

Amanda Minnich, Nikan Chavoshi, Abdullah Mueen, Shuang (Sean) Luan, Michalis Faloutsosto appearIn the Proceedings ofthe 24th International World Wide Web Conference, pp. 787-797,WWW 2015.(131/929)

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Shapelet Ensemble for Multi-dimensional Time Series

Mustafa Cetin,?Abdullah Mueen,Vince Calhounto appearIn the Proceedings ofthe SIAM ?International?Conference on Data Mining, pp. xxx-xxx,SDM 2015.

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Dual-domain Hierarchical Classification of Phonetic Time Series

Hossein Hamooni,?Abdullah MueenIn the Proceedings ofIEEE International Conference on Data Mining, pp.160-169,ICDM 2014.(71/721)

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Time Series Join on Subsequence Correlation

Abdullah Mueen, Hossein Hamooni, Trilce EstradaIn the Proceedings ofIEEE International Conference on Data Mining, pp. 450-459,ICDM 2014.(71/721)

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Online Discovery of Group Level Events in Time Series

Xi Chen,?Abdullah Mueen,Vijay K. Narayanan,?Nikos Karampatziakis, Gagan Bansal, Vipin KumarIn the Proceedings ofthe SIAM International Conference on Data Mining, pp. 632-640,SDM 2014(120/389).

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Distributed Diversification of Large Datasets

Mahbub Hasan,?Abdullah Mueen,Vassilis TsotrasIn the Proceedings ofthe Second IEEE Conference on Cloud Engineering, pp. 67-76,IC2E 2014.(21/104)

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Enumeration of Time Series Motifs of All Lengths

Abdullah Mueen,In the Proceedings ofIEEE International Conference on Data Mining, pp. 547-556,ICDM 2013.(94/809)

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Clustering Time series using Unsupervised-Shapelets

Jesin Zakaria,?Abdullah Mueen, Eamonn Keogh,In the Proceedings ofIEEE International Conference on Data Mining, pp. 785-794,ICDM 2012.

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Diversifying Query Results on Semi-Structured Data

Mahbub Hasan,?Abdullah Mueen, Vassilis Tsotras, Eamonn Keogh?,In the Proceedings ofACM International Conference on Information and?Knowledge Management, pp.2099-2103,CIKM 2012.

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Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping

Thanawin Rakthanmanon, BIlson Campana,?Abdullah Mueen,Gustavo Batista, M. Brandon Westover,?Qiang Zhu, Jesin Zakaria,?Eamonn Keogh,In the Proceedingsof ACMSIGKDD 2012. pp. 262-270.

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Mining Massive Archive of Mice Sounds with Symbolized Representations

Jesin Zakaria, Sarah Rotschafer,?Abdullah Mueen, Khaleel Razak, Eamonn Keogh,In the Proceedings of SIAM International Conference on Data Mining, pp. 588-599,SDM 2012.

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Image Mining of Historical Manuscripts to Establish Provenance

Bing Hu, Thanawin Rakthanmanon, BIlson Campana,?Abdullah Mueen, Eamonn Keogh,In the Proceedings of SIAM International Conference on Data Mining, pp. 804-815,SDM 2012.

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Logical-Shapelets: An Expressive Primitive for Time Series Classification

Abdullah Mueen, Eamonn Keogh, Neal Young,In the Proceedingsof ACMSIGKDD 2011. pp. 1154-1162.

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Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs

Doruk Sart,?Abdullah Mueen, Walid Najjar, Vit Niennattrakul, Eamonn Keogh,In the Proceedings of IEEEICDM 2010.pp. 1001-1006.

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Online Discovery and Maintenance of Time Series Motif

Abdullah Mueen, Eamonn Keogh,In the Proceedingsof ACMSIGKDD 2010.pp. 1089-1098.

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Fast Approximate Correlation for Massive Time-Series Data

Abdullah Mueen, Suman Nath, Jie Liu,In the Proceedings ofACMSIGMOD 2010.pp. 171-182.

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Finding Time Series Motifs in Disk-Resident Data

Abdullah Mueen, Eamonn Keogh, Nima Bigdely-Shamlo,In the Proceedings ofIEEE International Conference on Data Mining, pp. 367-376,ICDM 2009.

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Exact Discovery of Time Series Motifs

Abdullah Mueen, Eamonn Keogh, Qiang Zhu, Sydney Cash, Brandon Westover,In the Proceedings of SIAM International Conference on Data Mining, pp. 473-484,SDM 2009.

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Journal Papers

Enumeration of Time Series Motifs of All LengthsAbdullah Mueen,Nikan Chavoshi,to appearin Knowledge and Information Systems2014.

Addressing Big Data Time Series: Mining Trillions of Time Series Subsequences Under Dynamic Time Warping

Thanawin Rakthanmanon,?Bilson J. L. Campana,?Abdullah Mueen,?Gustavo E. A. P. A. Batista,?M. Brandon Westover,?Qiang Zhu,?Jesin Zakaria,?Eamonn J. Keogh:?TKDD 7(3): 10 (2013)

HMEC: A Heuristic Algorithm for Individual Haplotyping with Minimum Error Correction

Md. Shamsuzzoha Bayzid,Md. Maksudul Alam,Abdullah Mueen,andMd. Saidur Rahman,ISRN Bioinformatics, vol. 2013, Article ID 291741, 10 pages,2013.

Experimental comparison of representation methods and distance measures for time series data

Xiaoyue Wang,?Abdullah Mueen,?Hui Ding,?Goce Trajcevski,?Peter Scheuermann,?Eamonn J. Keogh,Data Mining Knowledge Discovery?26(2): 275-309 (2013),DMKD 2013.

A Disk-Aware Algorithm for Time Series Motif Discovery

Abdullah Mueen, Eamonn?J. Keogh,?Qiang Zhu,?Sydney Cash,?M. Brandon Westover,?Nima Bigdely Shamlo,?Data Mining Knowledge Discovery 22(1-2): 73-105 (2011),DMKD 2012.

Patents

HP82929204 :Similarity search initialization-?Mueen, Abdullah; Viswanathan, Krishnamurthy and Gupta, Chetan

HP82850218 :Determining distance between data sequences- Mueen, Abdullah; Viswanathan, Krishnamurthy and Gupta, Chetan

UC2011-617-1 :Hardware Acceleration of Dynamic Time Warping Algorithm using FPGAs- Sart, Doruk; Mueen, Abdullah; Najjar, Walid and Keogh, Eamonn