19 Aug Machine Learning Systems for Unsupervised Time Series Anomaly Detection
Sarah Alnegheimish Machine Learning Systems for Unsupervised Time Series Anomaly Detection Ph.D. Thesis. Dept. of EECS, MIT. August 2025....
19 Aug Large Language Models for Time Series Anomaly Detection and Explanation
Salim Cherkaoui Large Language Models for Time Series Anomaly Detection and Explanation M.S Thesis. Data Science, EPFL. January 2025....
19 Aug Enhancing a Data-Centric Framework for Predictive Maintenance of Wind Turbines
Raymond Pan Enhancing a Data-Centric Framework for Predictive Maintenance of Wind Turbines M.Eng. Thesis. Dept. of EECS, MIT. May 2025....
19 Aug PyGridSim: A Functional Interface for Distributed System Simulation
Angela Zhao PyGridSim: A Functional Interface for Distributed System Simulation M.Eng. Thesis. Dept. of EECS, MIT. May 2025....
20 Feb Unsupervised Time Series Anomaly Detection Using Time Series Foundational Models
Linh Nguyen Unsupervised Time Series Anomaly Detection Using Time Series Foundational Models M.Eng Thesis. Dept. of EECS, MIT. February 2025....
20 Feb Systems for Usable Machine Learning
Alexandra Zytek Systems for Usable Machine Learning Ph.D. Thesis. Dept. of EECS, MIT. February 2025....
11 Feb CENTS: Generating Synthetic Electricity Consumption Time Series for Rare and Unseen Scenarios
Michael Fuest, Alfredo Cuesta-Infante, Kalyan Veeramachaneni CENTS: Generating Synthetic Electricity Consumption Time Series for Rare and Unseen Scenarios Preprint. January 2025....
19 Dec Explingo: Explaining AI Predictions using Large Language Models
Alexandra Zytek, Sara Pido, Sarah Alnegheimish, Laure Berti-Equille, Kalyan Veeramachaneni Explingo: Explaining AI Predictions using Large Language Models BigData-2024. In Proceedings of IEEE International Conference on Big Data, December 2024....
10 Jun Large Language Models Can be Zero-Shot Anomaly Detectors for Time Series?
Sarah Alnegheimish, Linh Nguyen, Laure Berti-Equille, Kalyan Veeramachaneni Large Language Models Can be Zero-Shot Anomaly Detectors for Time Series? DSAA-2024. In Proceedings of IEEE International Conference on Data Science and Advanced Analytics (DSAA), October 2024....