Edmund Dervakos

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Semantic Enrichment

Top Venues

Description Logics

Publications

Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Jason Liartis, Edmund Dervakos, Giorgos Stamou
Semantic Prototypes: Enhancing Transparency Without Black Boxes. CoRR (2024)
Orfeas Menis-Mastromichalakis, Edmund Dervakos, Alexandros Chortaras, Giorgos Stamou
Rule-Based Explanations of Machine Learning Classifiers Using Knowledge Graphs. AAAI Spring Symposia (2024)
Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
Perceptual Musical Features for Interpretable Audio Tagging. CoRR (2023)
Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
The Music Part Ontology (Extended Abstract). Description Logics (2023)
Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou
Choose your Data Wisely: A Framework for Semantic Counterfactuals. IJCAI (2023)
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 (2023)
Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
Genre Recognition from Symbolic Music with CNNs: Performance and Explainability. SN Comput. Sci. 4 (2) (2023)
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)
Spyridon Kantarelis, Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
Functional harmony ontology: Musical harmony analysis with Description Logics. J. Web Semant. 75 (2023)
Giorgos Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors. CoRR (2023)
Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou
Choose your Data Wisely: A Framework for Semantic Counterfactuals. CoRR (2023)
Giorgos Filandrianos, Konstantinos Thomas, Edmund Dervakos, Giorgos Stamou
Conceptual Edits as Counterfactual Explanations. AAAI Spring Symposium: MAKE (2022)
Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou
Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs. CoRR (2022)
Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou
Semantic Queries Explaining Opaque Machine Learning Classifiers. DAO-XAI (2021)
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)
Spyridon Kantarelis, Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
Musical Harmony Analysis with Description Logics. Description Logics (2021)
Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
Genre Recognition from Symbolic Music with CNNs. EvoMUSART (2021)
Edmund Dervakos, Giorgos Filandrianos, Giorgos Stamou
Heuristics for Evaluation of AI Generated Music. ICPR (2020)