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)

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)