Orfeas Menis-Mastromichalakis

According to our database, Orfeas Menis-Mastromichalakis authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

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

GOSt-MT: A Knowledge Graph for Occupation-related Gender Biases in Machine Translation.

Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Eva Tsouparopoulou, Dimitris Parsanoglou, Maria Symeonaki, Giorgos Stamou

CoRR, 2024

MusicLIME: Explainable Multimodal Music Understanding.

Theodoros Sotirou, Vassilis Lyberatos, Orfeas Menis-Mastromichalakis, Giorgos Stamou

CoRR, 2024

Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives.

Orfeas Menis-Mastromichalakis, Jason Liartis, Giorgos Stamou

CoRR, 2024

Semantic Prototypes: Enhancing Transparency without Black Boxes.

Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Jason Liartis, Edmund Dervakos, Giorgos Stamou

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Rule-Based Explanations of Machine Learning Classifiers Using Knowledge Graphs.

Orfeas Menis-Mastromichalakis, Edmund Dervakos, Alexandros Chortaras, Giorgos Stamou

Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2023

Employing Crowdsourcing for Enriching a Music Knowledge Base in Higher Education.

Vassilis Lyberatos, Spyridon Kantarelis, Eirini Kaldeli, Spyros Bekiaris, Panagiotis Tzortzis, Orfeas Menis-Mastromichalakis, Giorgos Stamou

CoRR, 2023

Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors.

George Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs.

Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou

CoRR, 2022

Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts.

Maria Lymperaiou, George Manoliadis, Orfeas Menis-Mastromichalakis, Edmund G. Dervakos, Giorgos Stamou

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

CrowdHeritage: Crowdsourcing for Improving the Quality of Cultural Heritage Metadata.

Eirini Kaldeli, Orfeas Menis-Mastromichalakis, Spyros Bekiaris, Maria Ralli, Vassilis Tzouvaras, Giorgos Stamou

Inf., 2021

Semantic Queries Explaining Opaque Machine Learning Classifiers.

Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou

Proceedings of the Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2021) part of Bratislava Knowledge September (BAKS 2021), 2021

2020

CrowdHeritage: Improving the quality of Cultural Heritage through crowdsourcing methods.

Maria Ralli, Spyros Bekiaris, Eirini Kaldeli, Orfeas Menis-Mastromichalakis, Natasa Sofou, Vassilis Tzouvaras, Giorgos Stamou

Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization, 2020

Deep Ensemble Art Style Recognition.

Orfeas Menis-Mastromichalakis, Natasa Sofou, Giorgos Stamou

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020