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Edmund Dervakos

Observed names: Dervakos, Edmund, Dervakos, Edmund G, Dervakos, Edmund G.
ORCID: 0000-0001-7838-3919
Observed ORCID: 0000-0001-7838-3919
OpenAlex ID: A5042494229
Heuristics for Evaluation of AI Generated Music
2021 · Edmund Dervakos, Giorgos Filandrianos, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 13
Functional harmony ontology: Musical harmony analysis with Description Logics
2022 · Spyridon Kantarelis, Edmund Dervakos, et al. · Journal of Web Semantics · 8
The smarty4covid dataset and knowledge base as a framework for interpretable physiological audio data analysis
2023 · Konstantia Zarkogianni, Edmund Dervakos, et al. · Scientific Data · 7
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Perceptual Musical Features for Interpretable Audio Tagging
2024 · Vassilis Lyberatos, Spyridon Kantarelis, et al. · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) · 6
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Genre Recognition from Symbolic Music with CNNs
2021 · Edmund Dervakos, Natalia Kotsani, et al. · Lecture notes in computer science · 5
Challenges and Perspectives in Interpretable Music Auto-Tagging Using Perceptual Features
2025 · Vassilis Lyberatos, Spyridon Kantarelis, et al. · IEEE Access · 4
Choose your Data Wisely: A Framework for Semantic Counterfactuals
2023 · Edmund Dervakos, Konstantinos Thomas, et al. · International Joint Conference on Artificial Intelligence · 4
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Genre Recognition from Symbolic Music with CNNs: Performance and Explainability
2022 · Edmund Dervakos, Natalia Kotsani, et al. · SN Computer Science · 4
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Searching for explanations of black-box classifiers in the space of semantic queries
2023 · Jason Liartis, Edmund Dervakos, et al. · Semantic Web · 3
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Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs
2022 · Dervakos, Edmund, Menis-Mastromichalakis, Orfeas, et al. · arXiv (Cornell University) · 3
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Semantic Prototypes: Enhancing Transparency without Black Boxes
2024 · Orfeas Menis Mastromichalakis, Giorgos Filandrianos, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 2
Rule-Based Explanations of Machine Learning Classifiers Using Knowledge Graphs
2024 · Orfeas Menis Mastromichalakis, Edmund Dervakos, et al. · Proceedings of the AAAI Symposium Series · 2
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Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care
2026 · Vassilis Lyberatos, Edmund Dervakos, et al. · Workshop on Computational Linguistics and Clinical Psychology (CLPsych) · 1
Semantic-Aware Interpretable Multimodal Music Auto-Tagging
2025 · Andreas Patakis, Vassilis Lyberatos, et al. · Interspeech (USB) · 1
CHORDONOMICON: A Dataset of 666,000 Songs and their Chord Progressions
2024 · Kantarelis, Spyridon, Liolitsas, Ioannis, et al. · arXiv (Cornell University) · 1
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Smarty4Covid Dataset
2022 · Zarkogianni, Konstantia, Dervakos, Edmund, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Semantic Queries Explaining Opaque Machine Learning Classifiers.
2021 · Jason Liartis, Edmund Dervakos, et al. · 1
Brainwaves-driven Effects Automation in Musical Performance
2020 · Filandrianos, Giorgos, Kotsani, Natalia, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Emotion and Expressivity in Music Performance: A Multimodal Approach
2026 · Kotsani, Natalia, Kantarelis, Spyros, et al. · Zenodo (CERN European Organization for Nuclear Research)
Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care
2026 · Association for Computational Linguistics 2026, Adamidi, Eleni, et al. · Underline Science Inc.
Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care
2026 · Lyberatos, Vassilis, Dervakos, Edmund G., et al. · arXiv (Cornell University)
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Exploring How Audio Effects Alter Emotion with Foundation Models
2026 · Stelios Katsis, Vassilis Lyberatos, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
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Go witheFlow: Real-time Emotion Driven Audio Effects Modulation
2025 · Dervakos, Edmund, Kantarelis, Spyridon, et al. · arXiv (Cornell University)
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The smarty4covid dataset and knowledge base: a framework enabling interpretable analysis of audio signals
2023 · Zarkogianni, Konstantia, Dervakos, Edmund, et al. · arXiv (Cornell University)
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Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors
2023 · George Filandrianos, Edmund Dervakos, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Works count: 31
Citation count: 67
H-index: 5
I10-index: 1
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