Abdullah Mueen

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 63

Top Topics

Dynamic Time Warping

Paying Attention

Anomaly Detection

Top Venues

Data Min. Knowl. Discov.

Publications

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 (2024)
Ala Jararweh, Abdullah Mueen
POLOR: Leveraging Contrastive Learning to Detect Political Orientation of Opinion in News Media. FLAIRS (2024)
Sheng Zhong, Abdullah Mueen
MASS: distance profile of a query over a time series. Data Min. Knowl. Discov. 38 (3) (2024)
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)
Sheng Zhong, Vinícius M. A. de Souza, Glenn Eli Baker, Abdullah Mueen
Online Few-Shot Time Series Classification for Aftershock Detection. KDD (2023)
Dheeman Saha, Md Rashidul Hasan, Abdullah Mueen
Followers Tell Who an Influencer Is. WWW (Companion Volume) (2023)
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) (2023)
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)
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) (2022)
M. Ashraf Siddiquee, Vinicius M. A. Souza, Glenn Eli Baker, Abdullah Mueen
Septor: Seismic Depth Estimation Using Hierarchical Neural Networks. KDD (2022)
Md. Parvez Mollah, Biplob Debnath, Murugan Sankaradas, Srimat Chakradhar, Abdullah Mueen
Efficient Compression Method for Roadside LiDAR Data. CIKM (2022)
Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract). IJCAI (2022)
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) (2021)
Cynthia Freeman, Ian Beaver, Abdullah Mueen
Detecting Anomalies in Sequences of Short Text Using Iterative Language Models. FLAIRS Conference (2021)
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 (2021)
Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms. J. Artif. Intell. Res. 72 (2021)
Yifan Hao, Huiping Cao, Abdullah Mueen, Sukumar Brahma
Identify Significant Phenomenon-Specific Variables for Multivariate Time Series. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Ian Beaver, Abdullah Mueen
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI. AI Mag. 42 (4) (2021)
Farhan Asif Chowdhury, M. Ashraf Siddiquee, Glenn Eli Baker, Abdullah Mueen
FASER: Seismic Phase Identifier for Automated Monitoring. KDD (2021)
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)
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) (2021)
Md. Parvez Mollah, Vinicius M. A. Souza, Abdullah Mueen
Multi-way Time Series Join on Multi-length Patterns. ICDM (2021)
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 Conference (2021)
Md Rashidul Hasan, Dheeman Saha, Farhan Asif Chowdhury, James Degnan, Abdullah Mueen
DiffuScope: inferring post-specific diffusion network. ASONAM (2021)
Sheng Zhong, Vinícius M. A. de Souza, Abdullah Mueen
FilCorr: Filtered and Lagged Correlation on Streaming Time Series. ICDM (2020)
Ian Beaver, Cynthia Freeman, Abdullah Mueen
Towards Awareness of Human Relational Strategies in Virtual Agents. AAAI (2020)
Vinícius M. A. de Souza, Farhan Asif Chowdhury, Abdullah Mueen
Unsupervised Drift Detection on High-speed Data Streams. IEEE BigData (2020)
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) (2020)
Ian Beaver, Abdullah Mueen
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy. AAAI (2020)
Farhan Asif Chowdhury, Lawrence Allen, Mohammad Yousuf, Abdullah Mueen
On Twitter Purge: A Retrospective Analysis of Suspended Users. WWW (Companion Volume) (2020)
M. Ashraf Siddiquee, Zeinab Akhavan, Abdullah Mueen
SeiSMo: Semi-supervised Time Series Motif Discovery for Seismic Signal Detection. CIKM (2019)
Farhan Asif Chowdhury, Satomi Suzuki, Abdullah Mueen
Structured Noise Detection: Application on Well Test Pressure Derivative Data. KDD (2019)
Noor Abu-El-Rub, Abdullah Mueen
BotCamp: Bot-driven Interactions in Social Campaigns. WWW (2019)
Abdullah Mueen, Nikan Chavoshi, Amanda J. Minnich
Taming Social Bots: Detection, Exploration and Measurement. CIKM (2019)
Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen
Experimental Comparison of Online Anomaly Detection Algorithms. FLAIRS Conference (2019)
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) (2018)
Hossein Hamooni, Abdullah Mueen
DisPatch: Distributed Pattern Matching over Streaming Time Series. IEEE BigData (2018)
Yan Zhu, Abdullah Mueen, Eamonn J. Keogh
Admissible Time Series Motif Discovery with Missing Data. CoRR (2018)
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) (2018)
Nikan Chavoshi, Abdullah Mueen
Model Bots, not Humans on Social Media. ASONAM (2018)
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) (2018)
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) (2018)
Cynthia Freeman, Jonathan Merriman, Abhinav Aggarwal, Ian Beaver, Abdullah Mueen
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis. CoRR (2018)
Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis, Abdullah Mueen, Eamonn J. Keogh
Representation Learning by Reconstructing Neighborhoods. CoRR (2018)
Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen
On-Demand Bot Detection and Archival System. WWW (Companion Volume) (2017)
Noor Abu-El-Rub, Amanda J. Minnich, Abdullah Mueen
Impact of Referral Incentives on Mobile App Reviews. ICWE (2017)
Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen
Temporal Patterns in Bot Activities. WWW (Companion Volume) (2017)
James F. Cavanagh, Arthur Napolitano, Christopher Wu, Abdullah Mueen
The Patient Repository for EEG Data + Computational Tools (PRED+CT). Frontiers Neuroinformatics 11 (2017)
Ian Beaver, Cynthia Freeman, Abdullah Mueen
An Annotated Corpus of Relational Strategies in Customer Service. CoRR (2017)
Noor Abu-El-Rub, Amanda J. Minnich, Abdullah Mueen
Anomalous Reviews Owing to Referral Incentive. ASONAM (2017)
Amanda J. Minnich, Nikan Chavoshi, Danai Koutra, Abdullah Mueen
BotWalk: Efficient Adaptive Exploration of Twitter Bot Networks. ASONAM (2017)
Amanda J. Minnich, Noor Abu-El-Rub, Maya B. Gokhale, Ronald G. Minnich, Abdullah Mueen
ClearView: Data cleaning for online review mining. ASONAM (2016)
Tai-Ching Li, Abdullah Mueen, Michalis Faloutsos, Huy Hang
Comment-Profiler: Detecting Trends and Parasitic Behaviors in Online Comments. SocInfo (1) (2016)
Jesin Zakaria, Abdullah Mueen, Eamonn J. Keogh, Neal E. Young
Accelerating the discovery of unsupervised-shapelets. Data Min. Knowl. Discov. 30 (1) (2016)
Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen
DeBot: Twitter Bot Detection via Warped Correlation. ICDM (2016)
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)
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)
Hossein Hamooni, Nikan Chavoshi, Abdullah Mueen
On URL Changes and Handovers in Social Media. SocInfo (1) (2016)
Abdullah Mueen, Eamonn J. Keogh
Extracting Optimal Performance from Dynamic Time Warping. KDD (2016)
Hossein Hamooni, Abdullah Mueen, Amy Neel
Phoneme sequence recognition via DTW-based classification. Knowl. Inf. Syst. 48 (2) (2016)
Hossein Hamooni, Biplob Debnath, Jianwu Xu, Hui Zhang, Guofei Jiang, Abdullah Mueen
LogMine: Fast Pattern Recognition for Log Analytics. CIKM (2016)
Abdullah Mueen, Nikan Chavoshi, Noor Abu-El-Rub, Hossein Hamooni, Amanda J. Minnich
AWarp: Fast Warping Distance for Sparse Time Series. ICDM (2016)
Nikan Chavoshi, Hossein Hamooni, Abdullah Mueen
Identifying Correlated Bots in Twitter. SocInfo (2) (2016)
Abdullah Mueen, Nikan Chavoshi
Enumeration of time series motifs of all lengths. Knowl. Inf. Syst. 45 (1) (2015)
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) (2015)
Mustafa S. Çetin, Abdullah Mueen, Vince D. Calhoun
Shapelet Ensemble for Multi-dimensional Time Series. SDM (2015)
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) (2015)
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)
Amanda J. Minnich, Nikan Chavoshi, Abdullah Mueen, Shuang Luan, Michalis Faloutsos
TrueView: Harnessing the Power of Multiple Review Sites. WWW (2015)
Abdullah Mueen, Hossein Hamooni, Trilce Estrada
Time Series Join on Subsequence Correlation. ICDM (2014)
Hossein Hamooni, Abdullah Mueen
Dual-Domain Hierarchical Classification of Phonetic Time Series. ICDM (2014)
Roya Ensafi, Philipp Winter, Abdullah Mueen, Jedidiah R. Crandall
Large-scale Spatiotemporal Characterization of Inconsistencies in the World's Largest Firewall. CoRR (2014)
Mahbub Hasan, Abdullah Mueen, Vassilis J. Tsotras
Distributed Diversification of Large Datasets. IC2E (2014)
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)
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)
Abdullah Mueen
Time series motif discovery: dimensions and applications. WIREs Data Mining Knowl. Discov. 4 (2) (2014)
Abdullah Mueen
Enumeration of Time Series Motifs of All Lengths. ICDM (2013)
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) (2013)
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) (2013)
Bing Hu, Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Eamonn J. Keogh
Image Mining of Historical Manuscripts to Establish Provenance. SDM (2012)
Jesin Zakaria, Sarah Rotschafer, Abdullah Mueen, Khaleel Razak, Eamonn J. Keogh
Mining Massive Archives of Mice Sounds with Symbolized Representations. SDM (2012)
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)
Mahbub Hasan, Abdullah Mueen, Vassilis J. Tsotras, Eamonn J. Keogh
Diversifying query results on semi-structured data. CIKM (2012)
Jesin Zakaria, Abdullah Mueen, Eamonn J. Keogh
Clustering Time Series Using Unsupervised-Shapelets. ICDM (2012)
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) (2011)
Abdullah Mueen, Eamonn J. Keogh, Neal E. Young
Logical-shapelets: an expressive primitive for time series classification. KDD (2011)
Doruk Sart, Abdullah Mueen, Walid A. Najjar, Eamonn J. Keogh, Vit Niennattrakul
Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs. ICDM (2010)
Abdullah Mueen, Suman Nath, Jie Liu
Fast approximate correlation for massive time-series data. SIGMOD Conference (2010)
Abdullah Mueen, Eamonn J. Keogh
Online discovery and maintenance of time series motifs. KDD (2010)
Abdullah Mueen, Eamonn J. Keogh, Nima Bigdely Shamlo
Finding Time Series Motifs in Disk-Resident Data. ICDM (2009)
Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu, Sydney Cash, M. Brandon Westover
Exact Discovery of Time Series Motifs. SDM (2009)