Similarity Based Methods for Faulty Pattern Detection in Predictive Maintenance. - Somayeh Bakhtiari Ramezani; Logan Cummins; Brad Killen; Richard Carley; Shahram Rahimi 001; Maria Seale (CSCI, 2021)

Deep Learning Approaches to Remaining Useful Life Prediction: A Survey. - Logan Cummins; Brad Killen; Thomas Kirby; Paul Barrett; Shahram Rahimi 001; Maria Seale (SSCI, 2021)

A Survey of HMM-based Algorithms in Machinery Fault Prediction. - Somayeh Bakhtiari Ramezani; Brad Killen; Logan Cummins; Shahram Rahimi 001; Amin Amirlatifi; Maria Seale (SSCI, 2021)

A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries. - Logan Cummins; Brad Killen; Somayeh Bakhtiari Ramezani; Shahram Rahimi 001; Maria Seale; Sudip Mittal (FLAIRS, 2023)

Generative Local Interpretable Model-Agnostic Explanations. - Mohammad Nagahisarchoghaei; Mirhossein Mousavi Karimi; Shahram Rahimi 001; Logan Cummins; Ghodsieh Ghanbari (FLAIRS, 2023)

Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review. - Somayeh Bakhtiari Ramezani; Logan Cummins; Brad Killen; Richard Carley; Amin Amirlatifi; Shahram Rahimi 001; Maria Seale; Linkan Bian (IEEE Access, 2023)

Multivariate Data Augmentation for Predictive Maintenance using Diffusion. - Andrew Thompson 017; Alexander Sommers; Alicia Russell-Gilbert; Logan Cummins; Sudip Mittal; Shahram Rahimi 001; Maria Seale; Joseph Jabour 001; Thomas Arnold; Joshua Church (IEEE Big Data, 2024)

AAD-LLM: Adaptive Anomaly Detection Using Large Language Models. - Alicia Russell-Gilbert; Alexander Sommers; Andrew Thompson 017; Logan Cummins; Sudip Mittal; Shahram Rahimi 001; Maria Seale; Joseph Jabour 001; Thomas Arnold; Joshua Church (IEEE Big Data, 2024)

Explainable Anomaly Detection: Counterfactual driven What-If Analysis. - Logan Cummins; Alexander Sommers; Sudip Mittal; Shahram Rahimi 001; Maria Seale; Joseph Jabour 001; Thomas Arnold (CogMI, 2024)

A Survey of Transformer Enabled Time Series Synthesis. - Alexander Sommers; Logan Cummins; Sudip Mittal; Shahram Rahimi 001; Maria Seale; Joseph Jabour 001; Thomas Arnold (CIC, 2024)

Generating Synthetic Time Series Data for Cyber-Physical Systems. - Alexander Sommers; Somayeh Bakhtiari Ramezani; Logan Cummins; Sudip Mittal; Shahram Rahimi 001; Maria Seale; Joseph Jabour 001 (WF-IoT, 2024)

Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities. - Logan Cummins; Alexander Sommers; Somayeh Bakhtiari Ramezani; Sudip Mittal; Joseph Jabour 001; Maria Seale; Shahram Rahimi 001 (IEEE Access, 2024)