Home Publications Teaching Person
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)
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.
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)
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)
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).
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)
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)
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.
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.
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.
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.
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.
Logical-Shapelets: An Expressive Primitive for Time Series Classification
Abdullah Mueen, Eamonn Keogh, Neal Young,In the Proceedingsof ACMSIGKDD 2011. pp. 1154-1162.
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.
Online Discovery and Maintenance of Time Series Motif
Abdullah Mueen, Eamonn Keogh,In the Proceedingsof ACMSIGKDD 2010.pp. 1089-1098.
Fast Approximate Correlation for Massive Time-Series Data
Abdullah Mueen, Suman Nath, Jie Liu,In the Proceedings ofACMSIGMOD 2010.pp. 171-182.
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.
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.
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
