Machine Learning Opportunities for Improving Logistics within the Army. - Joseph E. Jabour; L. Thomas Arnold; Indu Shukla; Brandon E. Hansen; Haley R. Dozier; Ian D. Detwiller; Althea C. Henslee (CSCI, 2022)

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)

Enhancing Explainability and Trustworthiness of Intrusion Detection Systems Using Competitive Learning. - Jesse Ables; Thomas Kirby; William Anderson; Sudip Mittal; Shahram Rahimi 001; Ioana Banicescu; Maria Seale; Thomas Arnold; Joseph Jabour 001 (CIC, 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)

RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration. - Alicia Russell-Gilbert; Sudip Mittal; Shahram Rahimi 001; Maria Seale; Joseph Jabour 001; Thomas Arnold; Joshua Church (CoRR, 2025)