FreSh: A Lock-Free Data Series Index. - Panagiota Fatourou; Eleftherios Kosmas; Themis Palpanas; George Paterakis (SRDS, 2023)

CLBO: Conditional Local Bayesian Optimization for Automated Machine Learning. - George Paterakis; Giorgos Borboudakis; Konstantinos Paraschakis; Paulos Charonyktakis; Ioannis Tsamardinos (SETN, 2024)

Do We Really Need Imputation in AutoML Predictive Modeling? - George Paterakis; Stefanos Fafalios; Paulos Charonyktakis; Vassilis Christophides; Ioannis Tsamardinos (ACM Trans. Knowl. Discov. Data, 2024)

A Comprehensive Perspective on Explainable AI across the Machine Learning Workflow. - George Paterakis; Andrea Castellani; George Papoutsoglou; Tobias Rodemann; Ioannis Tsamardinos (CoRR, 2025)