Explainable AI: A Review of Machine Learning Interpretability Methods. - Pantelis Linardatos; Vasilis Papastefanopoulos; Sotiris Kotsiantis (Entropy, 2021)

Regressor cascading for time series forecasting. - Pantelis Linardatos; Vasilis Papastefanopoulos; Sotiris Kotsiantis (Intell. Decis. Technol., 2024)

Combining normalizing flows with decision trees for interpretable unsupervised outlier detection. - Vasilis Papastefanopoulos; Pantelis Linardatos; Sotiris Kotsiantis (Eng. Appl. Artif. Intell., 2025)