Mylonas Stylianos – Information Technologies Institute

People

Dr. Stylianos Mylonas

Postdoctoral Research Associate

Diploma in Electrical and Computer Engineering, Aristotle University of Thessaloniki (2009)
PhD in Electrical and Computer Engineering, Aristotle University of Thessaloniki (2015)

Stylianos Mylonas received his Diploma and Ph.D. degree in Electrical & Computer Engineering from the Aristotle University of Thessaloniki (AUTH), Greece, in 2009 and 2015, respectively. His doctoral thesis focused on the application of computational intelligence methods in classification and segmentation of remote sensing images. Since January 2017, he is working as a postdoctoral research associate at the Informatics and Telematics Institute (ITI). His research interests include fuzzy logic, evolutionary algorithms, deep learning, image segmentation and remote sensing.

Recent Publications

Show all (7)

I. Gkekas, S. Katsamakas, S. Mylonas, T. Fotopoulou, G. Ε. Magoulas, A. C. Tenchiu, M. Dimitriou, A. Axenopoulos, N. Rossopoulou, S. Kostova, E. E. Wanker, T. Katsila, D. Papahatjis, V. G. Gorgoulis, M. Koufaki, I. Karakasiliotis, T. Calogeropoulou, P. Daras, S. Petrakis, "AI Promoted Virtual Screening, Structure-Based Hit Optimization, and Synthesis of Novel COVID-19 S-RBD Domain Inhibitors.",Journal of Chemical Information and Modeling, JCIM 2024 64 (22), 8562-8585. DOI: 10.1021/acs.jcim.4c01110
K. Pliatsika, I. Gkekas, S. Mylonas, S. Katsamakas, E. Pechlivani, L. J. Berg, A. Axenopoulos, B. van de Warrenburg, K. Xanthopoulos, P. Daras, M. Peitz, S. Petrakis, "An AI-predicted chemical compound suppresses ATXN1 protein aggregation and rescues iNSC-derived SCA1 neurons from cell death.",International Congress for Ataxia Research, ICAR 2024, November 2024, London, UK.
S. Mylonas, A. Axenopoulos, P. Daras, "SHREC 2022: Protein–ligand binding site recognition", Computers & Graphics Volume 107, October 2022, Pages 20-31.
S. Mylonas, A. Axenopoulos, P. Daras, "DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins",Bioinformatics Journal, 2021, Accepted for publication . https://arxiv.org/pdf/2002.05643
S. Mylonas, A. Axenopoulos, S. Katsamakas, I. Gkekas, K. Stamatopoulos, S. Petrakis, P. Daras, "Deep Learning-assisted Pipeline for Virtual Screening of Ligand Compound Databases: Application on Inhibiting the Entry of SARS-CoV-2 into Human Cells", in 20th IEEE International Conference on BioInformatics and BioEngineering (IEEE BIBE), USA, October 26-28, 2020.

Contact

Dr. Stylianos Mylonas

Building B - Office 0.4

Information Technologies Institute
Centre of Research & Technology - Hellas
1st km Thermis - Panoramatos, 57001, Thermi - Thessaloniki
Tel.: +30 2310 464160 (129)
Fax: +30 2310 464164
Email: smylonas@iti.gr