Semantic Queries Explaining Opaque Machine Learning Classifiers. - Jason Liartis; Edmund Dervakos; Orfeas Menis-Mastromichalakis; Alexandros Chortaras; Giorgos Stamou (DAO-XAI, 2021)

Synergy of Machine and Deep Learning Models for Multi-Painter Recognition. - Vassilis Lyberatos; Paraskevi-Antonia Theofilou; Jason Liartis; Georgios Siolas (CoRR, 2023)

Combining Automatic Annotation with Human Validation for the Semantic Enrichment of Cultural Heritage Metadata. - Eirini Kaldeli; Alexandros Chortaras; Vassilis Lyberatos; Jason Liartis; Spyridon Kantarelis; Giorgos Stamou (CHR, 2024)

Semantic Prototypes: Enhancing Transparency without Black Boxes. - Orfeas Menis-Mastromichalakis; Giorgos Filandrianos; Jason Liartis; Edmund Dervakos; Giorgos Stamou (CIKM, 2024)

Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives. - Orfeas Menis-Mastromichalakis; Jason Liartis; Giorgos Stamou (CoRR, 2024)

Searching for explanations of black-box classifiers in the space of semantic queries. - Jason Liartis; Edmund Dervakos; Orfeas Menis-Mastromichalakis; Alexandros Chortaras; Giorgos Stamou (Semantic Web, 2024)

Don't Erase, Inform! Detecting and Contextualizing Harmful Language in Cultural Heritage Collections. - Orfeas Menis-Mastromichalakis; Jason Liartis; Kristina Rose; Antoine Isaac; Giorgos Stamou (ACL (1), 2025)