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ORCIDEdmund Dervakos
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2020 – today
- 2024
[j3]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)- [c13]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 - [c12]Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou:
Perceptual Musical Features for Interpretable Audio Tagging. ICASSP Workshops 2024: 878-882 - [i7]Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Jason Liartis, Edmund Dervakos, Giorgos Stamou:
Semantic Prototypes: Enhancing Transparency Without Black Boxes. CoRR abs/2407.15871 (2024) - 2023
- [j2]Edmund Dervakos, Natalia Kotsani
, Giorgos Stamou:
Genre Recognition from Symbolic Music with CNNs: Performance and Explainability. SN Comput. Sci. 4(2): 106 (2023) - [j1]Spyridon Kantarelis, Edmund Dervakos, Natalia Kotsani, Giorgos Stamou:
Functional harmony ontology: Musical harmony analysis with Description Logics. J. Web Semant. 75: 100754 (2023) - [c11]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 - [c10]Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou:
The Music Part Ontology (Extended Abstract). Description Logics 2023 - [c9]Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou:
Choose your Data Wisely: A Framework for Semantic Counterfactuals. IJCAI 2023: 382-390 - [i6]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) - [i5]Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou:
Choose your Data Wisely: A Framework for Semantic Counterfactuals. CoRR abs/2305.17667 (2023) - [i4]Konstantia Zarkogianni, Edmund Dervakos, George Filandrianos, Theofanis Ganitidis, Vasiliki Gkatzou, Aikaterini Sakagianni, Raghu Raghavendra, C. L. Max Nikias, Giorgos Stamou, Konstantina S. Nikita:
The smarty4covid dataset and knowledge base: a framework enabling interpretable analysis of audio signals. CoRR abs/2307.05096 (2023) - [i3]Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou:
Perceptual Musical Features for Interpretable Audio Tagging. CoRR abs/2312.11234 (2023) - 2022
- [c8]Giorgos Filandrianos, Konstantinos Thomas, Edmund Dervakos, Giorgos Stamou:
Conceptual Edits as Counterfactual Explanations. AAAI Spring Symposium: MAKE 2022 - [c7]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
- [c6]Edmund Dervakos, Giorgos Filandrianos, Konstantinos Thomas, Alexios Mandalios, Chrysoula Zerva, Giorgos Stamou:
Semantic Enrichment of Pretrained Embedding Output for Unsupervised IR. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2021 - [c5]Spyridon Kantarelis, Edmund Dervakos, Natalia Kotsani, Giorgos Stamou:
Musical Harmony Analysis with Description Logics. Description Logics 2021 - [c4]Edmund Dervakos, Natalia Kotsani, Giorgos Stamou:
Genre Recognition from Symbolic Music with CNNs. EvoMUSART 2021: 98-114 - [c3]Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou:
Semantic Queries Explaining Opaque Machine Learning Classifiers. DAO-XAI 2021 - 2020
- [c2]Edmund Dervakos, Giorgos Filandrianos, Giorgos Stamou:
Heuristics for Evaluation of AI Generated Music. ICPR 2020: 9164-9171 - [c1]Giorgos Filandrianos, Natalia Kotsani, Edmund G. Dervakos, Giorgos Stamou, Vaios Amprazis, Panagiotis Kiourtzoglou:
Brainwaves-driven Effects Automation in Musical Performance. NIME 2020: 545-546
Coauthor Index
aka: Giorgos Stamou
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