Edmund Dervakos

27 papers A* 1A 2B 1C 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Challenges and Perspectives in Interpretable Music Auto-Tagging Using Perceptual Features.
IEEE Access
Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
2025 J jnl
Exploring How Audio Effects Alter Emotion with Foundation Models.
CoRR
Stelios Katsis, Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
2025 J jnl
Go witheFlow: Real-time Emotion Driven Audio Effects Modulation.
CoRR
Edmund Dervakos, Spyridon Kantarelis, Vassilis Lyberatos, Jason Liartis, Giorgos Stamou
2025 A conf
Semantic-Aware Interpretable Multimodal Music Auto-Tagging.
INTERSPEECH
Andreas Patakis, Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
2025 J jnl
Semantic-Aware Interpretable Multimodal Music Auto-Tagging.
CoRR
Andreas Patakis, Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
2024 J jnl
CHORDONOMICON: A Dataset of 666,000 Songs and their Chord Progressions.
CoRR
Spyridon Kantarelis, Konstantinos Thomas, Vassilis Lyberatos, Edmund Dervakos, Giorgos Stamou
2024 — conf
Perceptual Musical Features for Interpretable Audio Tagging.
ICASSP Workshops
Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
2024 — conf
Rule-Based Explanations of Machine Learning Classifiers Using Knowledge Graphs.
AAAI Spring Symposia
Orfeas Menis-Mastromichalakis, Edmund Dervakos, Alexandros Chortaras, Giorgos Stamou
2024 J jnl
Searching for explanations of black-box classifiers in the space of semantic queries.
Semantic Web
Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou
2024 J jnl
Semantic Prototypes: Enhancing Transparency Without Black Boxes.
CoRR
Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Jason Liartis, Edmund Dervakos, Giorgos Stamou
2024 A conf
Semantic Prototypes: Enhancing Transparency without Black Boxes.
CIKM
Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Jason Liartis, Edmund Dervakos, Giorgos Stamou
2023 A* conf
Choose your Data Wisely: A Framework for Semantic Counterfactuals.
IJCAI
Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou
2023 J jnl
Choose your Data Wisely: A Framework for Semantic Counterfactuals.
CoRR
Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou
2023 — conf
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors.
ACL (Findings)
George Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou
2023 J jnl
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors.
CoRR
Giorgos Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou
2023 J jnl
Functional harmony ontology: Musical harmony analysis with Description Logics.
J. Web Semant.
Spyridon Kantarelis, Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
2023 J jnl
Genre Recognition from Symbolic Music with CNNs: Performance and Explainability.
SN Comput. Sci.
Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
2023 J jnl
Perceptual Musical Features for Interpretable Audio Tagging.
CoRR
Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
2023 — conf
The Music Part Ontology (Extended Abstract).
Description Logics
Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou
2023 J jnl
The smarty4covid dataset and knowledge base: a framework enabling interpretable analysis of audio signals.
CoRR
Konstantia Zarkogianni, Edmund Dervakos, George Filandrianos, Theofanis Ganitidis, Vasiliki Gkatzou, Aikaterini Sakagianni, Raghu Raghavendra, C. L. Max Nikias, Giorgos Stamou, Konstantina S. Nikita
2022 J jnl
Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs.
CoRR
Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou
2022 — conf
Conceptual Edits as Counterfactual Explanations.
AAAI Spring Symposium: MAKE
Giorgos Filandrianos, Konstantinos Thomas, Edmund Dervakos, Giorgos Stamou
2021 C conf
Genre Recognition from Symbolic Music with CNNs.
EvoMUSART
Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
2021 — conf
Musical Harmony Analysis with Description Logics.
Description Logics
Spyridon Kantarelis, Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
2021 — conf
Semantic Enrichment of Pretrained Embedding Output for Unsupervised IR.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Edmund Dervakos, Giorgos Filandrianos, Konstantinos Thomas, Alexios Mandalios, Chrysoula Zerva, Giorgos Stamou
2021 — conf
Semantic Queries Explaining Opaque Machine Learning Classifiers.
DAO-XAI
Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou
2020 B conf
Heuristics for Evaluation of AI Generated Music.
ICPR
Edmund Dervakos, Giorgos Filandrianos, Giorgos Stamou