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Orfeas Menis-Mastromichalakis
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2020 – today
- 2024
- [j2]Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou:
Searching for explanations of black-box classifiers in the space of semantic queries. Semantic Web 15(4): 1085-1126 (2024) - [c7]Orfeas Menis-Mastromichalakis, Edmund Dervakos, Alexandros Chortaras, Giorgos Stamou:
Rule-Based Explanations of Machine Learning Classifiers Using Knowledge Graphs. AAAI Spring Symposia 2024: 193-202 - [c6]Orfeas Menis-Mastromichalakis
, Giorgos Filandrianos
Semantic Prototypes: Enhancing Transparency without Black Boxes. CIKM 2024: 1680-1688 - [i9]Orfeas Menis-Mastromichalakis, Jason Liartis
Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives. CoRR abs/2404.08721 (2024) - [i8]Orfeas Menis-Mastromichalakis, Natasa Sofou, Giorgos Stamou:
Deep Ensemble Art Style Recognition. CoRR abs/2405.11675 (2024) - [i7]Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Jason Liartis, Edmund Dervakos, Giorgos Stamou:
Semantic Prototypes: Enhancing Transparency Without Black Boxes. CoRR abs/2407.15871 (2024) - [i6]Theodoros Sotirou, Vassilis Lyberatos, Orfeas Menis-Mastromichalakis, Giorgos Stamou:
MusicLIME: Explainable Multimodal Music Understanding. CoRR abs/2409.10496 (2024) - [i5]Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Eva Tsouparopoulou, Dimitris Parsanoglou, Maria Symeonaki, Giorgos Stamou:
GOSt-MT: A Knowledge Graph for Occupation-related Gender Biases in Machine Translation. CoRR abs/2409.10989 (2024) - 2023
- [c5]George Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou:
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors. ACL (Findings) 2023: 9507-9525 - [i4]Giorgos Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou:
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors. CoRR abs/2305.17055 (2023) - [i3]Vassilis Lyberatos, Spyridon Kantarelis, Eirini Kaldeli, Spyros Bekiaris, Panagiotis Tzortzis, Orfeas Menis-Mastromichalakis, Giorgos Stamou:
Employing Crowdsourcing for Enriching a Music Knowledge Base in Higher Education. CoRR abs/2306.07310 (2023) - 2022
- [c4]Maria Lymperaiou, George Manoliadis, Orfeas Menis-Mastromichalakis, Edmund G. Dervakos, Giorgos Stamou:
Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts. COLING 2022: 3639-3658 - [i2]Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou:
Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs. CoRR abs/2202.03971 (2022) - [i1]Maria Lymperaiou, George Manoliadis, Orfeas Menis-Mastromichalakis, Edmund G. Dervakos, Giorgos Stamou:
Towards explainable evaluation of language models on the semantic similarity of visual concepts. CoRR abs/2209.03723 (2022) - 2021
- [j1]Eirini Kaldeli, Orfeas Menis-Mastromichalakis, Spyros Bekiaris
CrowdHeritage: Crowdsourcing for Improving the Quality of Cultural Heritage Metadata. Inf. 12(2): 64 (2021) - [c3]Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou:
Semantic Queries Explaining Opaque Machine Learning Classifiers. DAO-XAI 2021 - 2020
- [c2]Orfeas Menis-Mastromichalakis, Natasa Sofou, Giorgos Stamou:
Deep Ensemble Art Style Recognition. IJCNN 2020: 1-8 - [c1]Maria Ralli, Spyros Bekiaris, Eirini Kaldeli, Orfeas Menis-Mastromichalakis, Natasa Sofou, Vassilis Tzouvaras, Giorgos Stamou:
CrowdHeritage: Improving the quality of Cultural Heritage through crowdsourcing methods. SMAP 2020: 1-6
Coauthor Index
aka: Giorgos Stamou
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