Abdullah Mueen

Full Professor, Computer Science, University of New Mexico

Joined

December 2017

Names

Abdullah Mueen (Preferred)

Emails

****@unm.edu (Confirmed)

****@cs.unm.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Computer Science, University of New Mexico (unm.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Eamonn Keogh

2007 – 2012

Expertise

Data Science

Present

Security

Present

Trust

Present

Time Series

Present

Publications

DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
- Mar 2023 (modified: 24 Apr 2023)
- Data Min. Knowl. Discov. 2023
- Readers: Everyone
Identify Significant Phenomenon-specific Variables for Multivariate Time Series
Yifan Hao, Huiping Cao, Abdullah Mueen, Sukumar Brahma
- 28 Jan 2023 (modified: 28 Jan 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Followers Tell Who an Influencer Is
Dheeman Saha, Md Rashidul Hasan, Abdullah Mueen
- Published: 01 Jan 2023, Last Modified: 26 Jan 2024
- WWW (Companion Volume) 2023
- Readers: Everyone
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations
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 et al. (7 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 26 Jan 2024
- CLUSTER Workshops 2023
- Readers: Everyone
Online Few-Shot Time Series Classification for Aftershock Detection
Sheng Zhong, Vinícius M. A. de Souza, Glenn Eli Baker, Abdullah Mueen
- Published: 01 Jan 2023, Last Modified: 26 Jan 2024
- KDD 2023
- Readers: Everyone
Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
- 2022 (modified: 30 Dec 2022)
- KDD 2022
- Readers: Everyone
Combining Filtering and Cross-Correlation Efficiently for Streaming Time Series
Sheng Zhong, Vinícius M. A. de Souza, Abdullah Mueen
- 2022 (modified: 02 Feb 2023)
- ACM Trans. Knowl. Discov. Data 2022
- Readers: Everyone
Efficient Compression Method for Roadside LiDAR Data
Md. Parvez Mollah, Biplob Debnath, Murugan Sankaradas, Srimat Chakradhar, Abdullah Mueen
- Published: 01 Jan 2022, Last Modified: 26 Jan 2024
- CIKM 2022
- Readers: Everyone
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract)
Cynthia Freeman, Jonathan Merriman, Ian Beaver, Abdullah Mueen
- Published: 01 Jan 2022, Last Modified: 26 Jan 2024
- IJCAI 2022
- Readers: Everyone
Septor: Seismic Depth Estimation Using Hierarchical Neural Networks
M. Ashraf Siddiquee, Vinícius M. A. de Souza, Glenn Eli Baker, Abdullah Mueen
- Published: 01 Jan 2022, Last Modified: 26 Jan 2024
- KDD 2022
- Readers: Everyone

View all 91 publications

Co-Authors

View all 134 co-authors