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Abdullah Mueen 0001

Abdullah Al Mueen 0001

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affiliation: University of New Mexico, Albuquerque, USA
affiliation (PhD 2012): University of California, Riverside, CA, USA

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Books and Theses

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2012
[b1]
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Abdullah Al Mueen:
Exact Primitives for Time Series Data Mining. University of California, Riverside, USA, 2012

Journal Articles

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2024
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Sheng Zhong, Abdullah Mueen:
MASS: distance profile of a query over a time series. Data Min. Knowl. Discov. 38(3): 1466-1492 (2024)
2023
[j22]
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Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh:
DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams. Data Min. Knowl. Discov. 37(2): 627-669 (2023)
2022
[j21]
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Sheng Zhong, Vinícius M. A. de Souza, Abdullah Mueen:
Combining Filtering and Cross-Correlation Efficiently for Streaming Time Series. ACM Trans. Knowl. Discov. Data 16(5): 100:1-100:24 (2022)
2021
[j20]
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Ian Beaver, Abdullah Mueen:
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI. AI Mag. 42(4): 29-42 (2021)
[j19]
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Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen:
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms. J. Artif. Intell. Res. 72: 849-899 (2021)
[j18]
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Vinícius M. A. de Souza, Antonio Rafael Sabino Parmezan, Farhan Asif Chowdhury, Abdullah Mueen:
Efficient unsupervised drift detector for fast and high-dimensional data streams. Knowl. Inf. Syst. 63(6): 1497-1527 (2021)
[j17]
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Yifan Hao, Huiping Cao, Abdullah Mueen, Sukumar Brahma:
Identify Significant Phenomenon-Specific Variables for Multivariate Time Series. IEEE Trans. Knowl. Data Eng. 33(3): 1019-1031 (2021)
[j16]
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Yan Zhu, Abdullah Mueen, Eamonn J. Keogh:
Matrix Profile IX: Admissible Time Series Motif Discovery With Missing Data. IEEE Trans. Knowl. Data Eng. 33(6): 2616-2626 (2021)
2020
[j15]
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Yan Zhu, Shaghayegh Gharghabi, Diego Furtado Silva, Hoang Anh Dau, Chin-Chia Michael Yeh, Nader Shakibay Senobari, Abdulaziz Almaslukh, Kaveh Kamgar, Zachary Zimmerman, Gareth J. Funning, Abdullah Mueen, Eamonn J. Keogh:
The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code. Data Min. Knowl. Discov. 34(4): 949-979 (2020)
2018
[j14]
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Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Zachary Zimmerman, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh:
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Data Min. Knowl. Discov. 32(1): 83-123 (2018)
[j13]
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Hoang Anh Dau, Diego Furtado Silva, François Petitjean, Germain Forestier, Anthony J. Bagnall, Abdullah Mueen, Eamonn J. Keogh:
Optimizing dynamic time warping's window width for time series data mining applications. Data Min. Knowl. Discov. 32(4): 1074-1120 (2018)
[j12]
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Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh:
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins. Knowl. Inf. Syst. 54(1): 203-236 (2018)
[j11]
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Abdullah Mueen, Nikan Chavoshi, Noor Abu-El-Rub, Hossein Hamooni, Amanda J. Minnich, Jonathan MacCarthy:
Speeding up dynamic time warping distance for sparse time series data. Knowl. Inf. Syst. 54(1): 237-263 (2018)
2017
[j10]
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James F. Cavanagh, Arthur Napolitano, Christopher Wu, Abdullah Mueen:
The Patient Repository for EEG Data + Computational Tools (PRED+CT). Frontiers Neuroinformatics 11: 67 (2017)
2016
[j9]
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Jesin Zakaria, Abdullah Mueen, Eamonn J. Keogh, Neal E. Young:
Accelerating the discovery of unsupervised-shapelets. Data Min. Knowl. Discov. 30(1): 243-281 (2016)
[j8]
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Hossein Hamooni, Abdullah Mueen, Amy Neel:
Phoneme sequence recognition via DTW-based classification. Knowl. Inf. Syst. 48(2): 253-275 (2016)
2015
[j7]
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Abdullah Mueen, Nikan Chavoshi:
Enumeration of time series motifs of all lengths. Knowl. Inf. Syst. 45(1): 105-132 (2015)
[j6]
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Bing Hu, Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Eamonn J. Keogh:
Establishing the provenance of historical manuscripts with a novel distance measure. Pattern Anal. Appl. 18(2): 313-331 (2015)
[j5]
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Roya Ensafi, Philipp Winter, Abdullah Mueen, Jedidiah R. Crandall:
Analyzing the Great Firewall of China Over Space and Time. Proc. Priv. Enhancing Technol. 2015(1): 61-76 (2015)
2014
[j4]
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Abdullah Mueen:
Time series motif discovery: dimensions and applications. WIREs Data Mining Knowl. Discov. 4(2): 152-159 (2014)
2013
[j3]
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Xiaoyue Wang, Abdullah Mueen, Hui Ding, Goce Trajcevski, Peter Scheuermann, Eamonn J. Keogh:
Experimental comparison of representation methods and distance measures for time series data. Data Min. Knowl. Discov. 26(2): 275-309 (2013)
[j2]
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Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Gustavo E. A. P. A. Batista, M. Brandon Westover, Qiang Zhu, Jesin Zakaria, Eamonn J. Keogh:
Addressing Big Data Time Series: Mining Trillions of Time Series Subsequences Under Dynamic Time Warping. ACM Trans. Knowl. Discov. Data 7(3): 10:1-10:31 (2013)
2011
[j1]
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Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu, Sydney Cash, M. Brandon Westover, Nima Bigdely Shamlo:
A disk-aware algorithm for time series motif discovery. Data Min. Knowl. Discov. 22(1-2): 73-105 (2011)

Conference and Workshop Papers

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2023
[c61]
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Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto:
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. CLUSTER Workshops 2023: 37-43
[c60]
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Sheng Zhong, Vinícius M. A. de Souza, Glenn Eli Baker, Abdullah Mueen:
Online Few-Shot Time Series Classification for Aftershock Detection. KDD 2023: 5707-5716
[c59]
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Dheeman Saha, Md Rashidul Hasan, Abdullah Mueen:
Followers Tell Who an Influencer Is. WWW (Companion Volume) 2023: 679-687
2022
[c58]
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  - conf/cikm/MollahDSC022
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Md. Parvez Mollah, Biplob Debnath, Murugan Sankaradas, Srimat Chakradhar, Abdullah Mueen:
Efficient Compression Method for Roadside LiDAR Data. CIKM 2022: 3371-3380
[c57]
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Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen:
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract). IJCAI 2022: 5737-5741
[c56]
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Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh:
Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams. KDD 2022: 1173-1182
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M. Ashraf Siddiquee, Vinícius M. A. de Souza, Glenn Eli Baker, Abdullah Mueen:
Septor: Seismic Depth Estimation Using Hierarchical Neural Networks. KDD 2022: 3889-3897
2021
[c54]
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Md Rashidul Hasan, Dheeman Saha, Farhan Asif Chowdhury, James H. Degnan, Abdullah Mueen:
DiffuScope: inferring post-specific diffusion network. ASONAM 2021: 407-415
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Farhan Asif Chowdhury, Dheeman Saha, Md Rashidul Hasan, Koustuv Saha, Abdullah Mueen:
Examining factors associated with Twitter account suspension following the 2020 U.S. presidential election. ASONAM 2021: 607-612
[c52]
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Cynthia Freeman, Ian Beaver, Abdullah Mueen:
Detecting Anomalies in Sequences of Short Text Using Iterative Language Models. FLAIRS 2021
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Cynthia Freeman, Ian Beaver, Abdullah Mueen:
Improving Univariate Time Series Anomaly Detection Through Automatic Algorithm Selection and Human-in-the-Loop False-Positive Removement. FLAIRS 2021
[c50]
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Md. Parvez Mollah, Vinícius M. A. de Souza, Abdullah Mueen:
Multi-way Time Series Join on Multi-length Patterns. ICDM 2021: 429-438
[c49]
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Farhan Asif Chowdhury, M. Ashraf Siddiquee, Glenn Eli Baker, Abdullah Mueen:
FASER: Seismic Phase Identifier for Automated Monitoring. KDD 2021: 2714-2721
2020
[c48]
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Ian Beaver, Cynthia Freeman, Abdullah Mueen:
Towards Awareness of Human Relational Strategies in Virtual Agents. AAAI 2020: 2602-2610
[c47]
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Ian Beaver, Abdullah Mueen:
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy. AAAI 2020: 13140-13147
[c46]
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Vinícius M. A. de Souza, Farhan Asif Chowdhury, Abdullah Mueen:
Unsupervised Drift Detection on High-speed Data Streams. IEEE BigData 2020: 102-111
[c45]
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Sheng Zhong, Vinícius M. A. de Souza, Abdullah Mueen:
FilCorr: Filtered and Lagged Correlation on Streaming Time Series. ICDM 2020: 1436-1441
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Farhan Asif Chowdhury, Lawrence Allen, Mohammad Yousuf, Abdullah Mueen:
On Twitter Purge: A Retrospective Analysis of Suspended Users. WWW (Companion Volume) 2020: 371-378
2019
[c43]
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M. Ashraf Siddiquee, Zeinab Akhavan, Abdullah Mueen:
SeiSMo: Semi-supervised Time Series Motif Discovery for Seismic Signal Detection. CIKM 2019: 99-108
[c42]
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Abdullah Mueen, Nikan Chavoshi, Amanda J. Minnich:
Taming Social Bots: Detection, Exploration and Measurement. CIKM 2019: 2967-2968
[c41]
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Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen:
Experimental Comparison of Online Anomaly Detection Algorithms. FLAIRS 2019: 364-369
[c40]
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Farhan Asif Chowdhury, Satomi Suzuki, Abdullah Mueen:
Structured Noise Detection: Application on Well Test Pressure Derivative Data. KDD 2019: 2952-2960
[c39]
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Noor Abu-El-Rub, Abdullah Mueen:
BotCamp: Bot-driven Interactions in Social Campaigns. WWW 2019: 2529-2535
2018
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Nikan Chavoshi, Abdullah Mueen:
Model Bots, not Humans on Social Media. ASONAM 2018: 178-185
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Hossein Hamooni, Abdullah Mueen:
DisPatch: Distributed Pattern Matching over Streaming Time Series. IEEE BigData 2018: 2890-2899
2017
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Noor Abu-El-Rub, Amanda J. Minnich, Abdullah Mueen:
Anomalous Reviews Owing to Referral Incentive. ASONAM 2017: 313-316
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Amanda J. Minnich, Nikan Chavoshi, Danai Koutra, Abdullah Mueen:
BotWalk: Efficient Adaptive Exploration of Twitter Bot Networks. ASONAM 2017: 467-474
[c34]
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Noor Abu-El-Rub, Amanda J. Minnich, Abdullah Mueen:
Impact of Referral Incentives on Mobile App Reviews. ICWE 2017: 351-359
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Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen:
On-Demand Bot Detection and Archival System. WWW (Companion Volume) 2017: 183-187
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Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen:
Temporal Patterns in Bot Activities. WWW (Companion Volume) 2017: 1601-1606
2016
[c31]
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Amanda J. Minnich, Noor Abu-El-Rub, Maya B. Gokhale, Ronald G. Minnich, Abdullah Mueen:
ClearView: Data cleaning for online review mining. ASONAM 2016: 555-558
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Hossein Hamooni, Biplob Debnath, Jianwu Xu, Hui Zhang, Guofei Jiang, Abdullah Mueen:
LogMine: Fast Pattern Recognition for Log Analytics. CIKM 2016: 1573-1582
[c29]
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Abdullah Mueen, Nikan Chavoshi, Noor Abu-El-Rub, Hossein Hamooni, Amanda J. Minnich:
AWarp: Fast Warping Distance for Sparse Time Series. ICDM 2016: 350-359
[c28]
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Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh:
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins. ICDM 2016: 739-748
[c27]
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Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen:
DeBot: Twitter Bot Detection via Warped Correlation. ICDM 2016: 817-822
[c26]
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Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh:
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. ICDM 2016: 1317-1322
[c25]
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Abdullah Mueen, Eamonn J. Keogh:
Extracting Optimal Performance from Dynamic Time Warping. KDD 2016: 2129-2130
[c24]
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Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen:
Identifying Correlated Bots in Twitter. SocInfo (2) 2016: 14-21
[c23]
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Hossein Hamooni, Nikan Chavoshi, Abdullah Mueen:
On URL Changes and Handovers in Social Media. SocInfo (1) 2016: 58-74
[c22]
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Tai-Ching Li, Abdullah Mueen, Michalis Faloutsos, Huy Hang:
Comment-Profiler: Detecting Trends and Parasitic Behaviors in Online Comments. SocInfo (1) 2016: 75-91
2015
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Takashi Yamauchi, Kunchen Xiao, Casady Bowman, Abdullah Mueen:
Dynamic time warping: A single dry electrode EEG study in a self-paced learning task. ACII 2015: 56-62
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Mustafa S. Çetin, Abdullah Mueen, Vince D. Calhoun:
Shapelet Ensemble for Multi-dimensional Time Series. SDM 2015: 307-315
[c19]
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Amanda J. Minnich, Nikan Chavoshi, Abdullah Mueen, Shuang Luan, Michalis Faloutsos:
TrueView: Harnessing the Power of Multiple Review Sites. WWW 2015: 787-797
2014
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Greg Iven, Viktor Chekh, Shuang Luan, Abdullah Mueen, Peter Soliz, Wenyao Xu, Mark R. Burge:
Non-contact Sensation Screening of Diabetic Foot Using Low Cost Infrared Sensors. CBMS 2014: 479-480
[c17]
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Mahbub Hasan, Abdullah Mueen, Vassilis J. Tsotras:
Distributed Diversification of Large Datasets. IC2E 2014: 67-76
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Hossein Hamooni, Abdullah Mueen:
Dual-Domain Hierarchical Classification of Phonetic Time Series. ICDM 2014: 160-169
[c15]
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Abdullah Mueen, Hossein Hamooni, Trilce Estrada:
Time Series Join on Subsequence Correlation. ICDM 2014: 450-459
[c14]
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  - conf/sdm/ChenMNKBK14
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Xi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar:
Online Discovery of Group Level Events in Time Series. SDM 2014: 632-640
2013
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Abdullah Mueen:
Enumeration of Time Series Motifs of All Lengths. ICDM 2013: 547-556
2012
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Mahbub Hasan, Abdullah Mueen, Vassilis J. Tsotras, Eamonn J. Keogh:
Diversifying query results on semi-structured data. CIKM 2012: 2099-2103
[c11]
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Jesin Zakaria, Abdullah Mueen, Eamonn J. Keogh:
Clustering Time Series Using Unsupervised-Shapelets. ICDM 2012: 785-794
[c10]
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Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Gustavo E. A. P. A. Batista, M. Brandon Westover, Qiang Zhu, Jesin Zakaria, Eamonn J. Keogh:
Searching and mining trillions of time series subsequences under dynamic time warping. KDD 2012: 262-270
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Jesin Zakaria, Sarah Rotschafer, Abdullah Mueen, Khaleel Razak, Eamonn J. Keogh:
Mining Massive Archives of Mice Sounds with Symbolized Representations. SDM 2012: 588-599
[c8]
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Bing Hu, Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Eamonn J. Keogh:
Image Mining of Historical Manuscripts to Establish Provenance. SDM 2012: 804-815
2011
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Abdullah Mueen, Eamonn J. Keogh, Neal E. Young:
Logical-shapelets: an expressive primitive for time series classification. KDD 2011: 1154-1162
2010
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Doruk Sart, Abdullah Mueen, Walid A. Najjar, Eamonn J. Keogh, Vit Niennattrakul:
Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs. ICDM 2010: 1001-1006
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Abdullah Mueen, Eamonn J. Keogh:
Online discovery and maintenance of time series motifs. KDD 2010: 1089-1098
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Abdullah Mueen, Suman Nath, Jie Liu:
Fast approximate correlation for massive time-series data. SIGMOD Conference 2010: 171-182
2009
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Abdullah Mueen, Eamonn J. Keogh, Nima Bigdely Shamlo:
Finding Time Series Motifs in Disk-Resident Data. ICDM 2009: 367-376
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Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu, Sydney Cash, M. Brandon Westover:
Exact Discovery of Time Series Motifs. SDM 2009: 473-484
2008
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Abdullah Al Mueen, Md. Shamsuzzoha Bayzid, Md. Maksudul Alam, Md. Saidur Rahman:
A Heuristic Algorithm for Individual Haplotyping with Minimum Error Correction. BMEI (1) 2008: 792-796

Reference Works

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2017
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Eamonn J. Keogh, Abdullah Mueen:
Curse of Dimensionality. Encyclopedia of Machine Learning and Data Mining 2017: 314-315
2010
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Eamonn J. Keogh, Abdullah Mueen:
Curse of Dimensionality. Encyclopedia of Machine Learning 2010: 257-258

Informal and Other Publications

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2024
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Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto:
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. CoRR abs/2401.16971 (2024)
2021
[i6]
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Farhan Asif Chowdhury, Dheeman Saha, Md Rashidul Hasan, Koustuv Saha, Abdullah Mueen:
Examining Factors Associated with Twitter Account Suspension Following the 2020 U.S. Presidential Election. CoRR abs/2101.09575 (2021)
2018
[i5]
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Yan Zhu, Abdullah Mueen, Eamonn J. Keogh:
Admissible Time Series Motif Discovery with Missing Data. CoRR abs/1802.05472 (2018)
[i4]
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Cynthia Freeman, Jonathan Merriman, Abhinav Aggarwal, Ian Beaver, Abdullah Mueen:
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis. CoRR abs/1808.02113 (2018)
[i3]
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Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis, Abdullah Mueen, Eamonn J. Keogh:
Representation Learning by Reconstructing Neighborhoods. CoRR abs/1811.01557 (2018)
2017
[i2]
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Ian Beaver, Cynthia Freeman, Abdullah Mueen:
An Annotated Corpus of Relational Strategies in Customer Service. CoRR abs/1708.05449 (2017)
2014
[i1]
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Roya Ensafi, Philipp Winter, Abdullah Mueen, Jedidiah R. Crandall:
Large-scale Spatiotemporal Characterization of Inconsistencies in the World's Largest Firewall. CoRR abs/1410.0735 (2014)

Coauthor Index

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