A Machine Learning Algorithm to Discriminating Between Bipolar and Major Depressive Disorders Based on Resting EEG Data. - Mary Margarette Sanchez; Lee Borden; Nafiah Alam; Amin Noroozi; Maryam Ravan; Pierre Flor-Henry; Gary Hasey (EMBC, 2022)

A Robust eLORETA Technique for Localization of Brain Sources in the Presence of Forward Model Uncertainties. - Amin Noroozi; Maryam Ravan; Babak Razavi; Robert S. Fisher; Ying-Ying Law; Mohammad S. Hasan (IEEE Trans. Biomed. Eng., 2023)

Predictors of Childhood Vaccination Uptake in England: An Explainable Machine Learning Analysis of Longitudinal Regional Data (2021-2024). - Amin Noroozi; Sidratul Muntaha Esha; Mansoureh Ghari (CoRR, 2025)

A Fuzzy-Enhanced Explainable AI Framework for Flight Continuous Descent Operations Classification. - Amin Noroozi; Sandaruwan K. Sethunge; Elham Norouzi; Phat T. Phan; Kavinda U. Waduge; Md. Arafatur Rahman (CoRR, 2025)

An efficient machine learning approach for extracting eSports players' distinguishing features and classifying their skill levels using symbolic transfer entropy and consensus nested cross-validation. - Amin Noroozi; Mohammad S. Hasan; Maryam Ravan; Elham Norouzi; Ying-Ying Law (Int. J. Data Sci. Anal., 2025)