Toward Interpretable Machine Learning Models for Materials Discovery. - Paulius Mikulskis; Morgan R. Alexander; David A. Winkler (Adv. Intell. Syst., 2019)

Feature importance in machine learning models: A fuzzy information fusion approach. - Divish Rengasamy; Jimiama Mafeni Mase; Aayush Kumar; Benjamin Rothwell; Mercedes Torres Torres; Morgan R. Alexander; David A. Winkler; Grazziela P. Figueredo (Neurocomputing, 2022)

Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data. - Eduardo Aguilar-Bejarano; Daniel Lea; Karthikeyan Sivakumar; Jimiama Mafeni Mase; Reza Omidvar; Ruizhe Li 005; Troy Kettle; James Mitchell-White; Morgan R. Alexander; David A. Winkler; Grazziela Patrocinio Figueredo (CoRR, 2025)