A tool supported framework for the assessment of algorithmic accountability. - Eleni Tagiou; Yiannis Kanellopoulos; Christos Aridas; Christos Makris 001 (IISA, 2019)

Evaluating MASHAP as a faster alternative to LIME for model-agnostic machine learning interpretability. - Andreas Messalas; Christos Aridas; Yiannis Kanellopoulos (IEEE BigData, 2020)

Towards Discrimination-Free Classification via Fairness-Aware Bagging. - Panagiotis Papagiannopoulos; Christos Aridas; Yiannis Kanellopoulos; Christos Makris 001 (PCI, 2021)