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Michaela Areti Zervou
Postdoc, Institute of Computer Science (ICS) - FORTH
Joined
May 2025
Names
Michaela Areti Zervou
(Preferred)
,
Michaela Zervou
Emails
****@ics.forth.gr
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Postdoc
Institute of Computer Science (ICS) - FORTH
(ics.forth.gr)
2025
–
Present
Advisors, Relations & Conflicts
Coauthor
Stefanos Koutoupis
2025
–
Present
Coauthor
Grigorios Tsagkatakis
2025
–
Present
Coauthor
Konstantinos Kontras
2025
–
Present
Coauthor
Felix Teufel
2025
–
Present
Coauthor
Ole Winther
2025
–
Present
Coauthor
Yannis Pantazis
2023
–
Present
Postdoc Advisor
Panagiotis Tsakalides
2025
–
2027
PhD Advisor
Panagiotis Tsakalides
2019
–
2025
Expertise
Deep Learning
2020
–
Present
Generative Models
2020
–
Present
Bioinformatics
2019
–
Present
Signal Processing
2019
–
Present
Publications
Structural classification of proteins based on the computationally efficient recurrence quantification analysis and horizontal visibility graphs
Michaela Areti Zervou
,
Effrosyni Doutsi
,
Pavlos Pavlidis
,
Panagiotis Tsakalides
,
Pier Luigi Martelli
Bioinformatics
Readers:
Everyone
Classifier-driven generative adversarial networks for enhanced antimicrobial peptide design
Michaela Areti Zervou
,
Effrosyni Doutsi
,
Yannis Pantazis
,
Panagiotis Tsakalides
Briefings in Bioinformatics
Readers:
Everyone
Multi-Objective Peptide Design via Token-Aligned Preference Optimization
Michaela Areti Zervou
,
Felix Teufel
,
Yannis Pantazis
,
Panagiotis Tsakalides
,
Ole Winther
NeurIPS2025-AI4Science Poster
Readers:
Everyone
Transfer Learning on Protein Language Models Improves Antimicrobial Peptide Classification
Elias Georgoulis
,
Yannis Pantazis
,
Michaela Areti Zervou
Greeks in AI 2025 Poster
Readers:
Everyone
De Novo Antimicrobial Peptide Design with Feedback Generative Adversarial Networks
Michaela Zervou
,
Effrosyni Doutsi
,
Yannis Pantazis
,
Panagiotis Tsakalides
International Journal of Molecular Sciences
Readers:
Everyone
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold
Michaela Areti Zervou
,
Effrosyni Doutsi
,
Yannis Pantazis
,
Panagiotis Tsakalides
ICASSP 2024
Readers:
Everyone
Unleashing the Power of Artificial Intelligence for Personalised Drug Design
Michaela Areti Zervou
,
Effrosyni Doutsi
,
Panagiotis Tsakalides
ERCIM News 2023
Readers:
Everyone
Efficient Protein Structural Class Prediction Via Chaos Game Representation and Recurrent Neural Networks
Michaela Areti Zervou
,
Effrosyni Doutsi
,
Panagiotis Tsakalides
ICASSP 2023
Readers:
Everyone
Secondary Structure Classification of Low-homology Proteins with Graph Neural Networks
Michaela Areti Zervou
,
Effrosyni Doutsi
,
Panagiotis Tsakalides
EUSIPCO 2022
Readers:
Everyone
Visibility Graph Network of Multidimensional Time Series Data for Protein Structure Classification
Michaela Areti Zervou
,
Effrosyni Doutsi
,
Panagiotis Tsakalides
EUSIPCO 2021
Readers:
Everyone
View all 14 publications
Co-Authors
Athanasia Panousopoulou
Effrosyni Doutsi
Elias Georgoulis
Felix Teufel
George Tzagkarakis
Ole Winther
Panagiotis Tsakalides
Pavlos Pavlidis
Pier Luigi Martelli
Yannis Pantazis