Abdullah Mueen
Orcid: 0000-0002-4839-1624Affiliations:
- University of New Mexico, Albuquerque, USA
- University of California, Riverside, CA, USA (PhD 2012)
According to our database1,
Abdullah Mueen
authored at least 91 papers
between 2008 and 2023.
Collaborative distances:
Collaborative distances:
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Online presence:
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on cs.unm.edu
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on orcid.org
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Bibliography
2023
DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams.
Data Min. Knowl. Discov., March, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations.
Proceedings of the IEEE International Conference on Cluster Computing, 2023
2022
ACM Trans. Knowl. Discov. Data, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract).
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
IEEE Trans. Knowl. Data Eng., 2021
Knowl. Inf. Syst., 2021
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms.
J. Artif. Intell. Res., 2021
On the Care and Feeding of Virtual Assistants: Automating Conversation Review with AI.
AI Mag., 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Improving Univariate Time Series Anomaly Detection Through Automatic Algorithm Selection and Human-in-the-Loop False-Positive Removement.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Examining factors associated with Twitter account suspension following the 2020 U.S. presidential election.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
2020
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., 2020
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins.
Knowl. Inf. Syst., 2018
Knowl. Inf. Syst., 2018
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile.
Data Min. Knowl. Discov., 2018
Optimizing dynamic time warping's window width for time series data mining applications.
Data Min. Knowl. Discov., 2018
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis.
CoRR, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Frontiers Neuroinformatics, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the Web Engineering - 17th International Conference, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
2016
Proceedings of the Social Informatics - 8th International Conference, 2016
Proceedings of the Social Informatics - 8th International Conference, 2016
Proceedings of the Social Informatics - 8th International Conference, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
2015
Proc. Priv. Enhancing Technol., 2015
Pattern Anal. Appl., 2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Dynamic time warping: A single dry electrode EEG study in a self-paced learning task.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
WIREs Data Mining Knowl. Discov., 2014
Large-scale Spatiotemporal Characterization of Inconsistencies in the World's Largest Firewall.
CoRR, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
Addressing Big Data Time Series: Mining Trillions of Time Series Subsequences Under Dynamic Time Warping.
ACM Trans. Knowl. Discov. Data, 2013
Experimental comparison of representation methods and distance measures for time series data.
Data Min. Knowl. Discov., 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Searching and mining trillions of time series subsequences under dynamic time warping.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Data Min. Knowl. Discov., 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the ICDM 2010, 2010
2009
Proceedings of the SIAM International Conference on Data Mining, 2009
2008
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008