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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 (5)

  • 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.
  • F. Langenfeld, Y. Peng, Y. Lai, P. L. Rosin, T. Aderinwale, G. Terashi, C. Christoffer, D. Kihara, H. Benhabiles, K. Hammoudi, A. Cabani, F. Windal, M. Melkemi, A. Giachetti, S. Mylonas, A. Axenopoulos, P. Daras, E. Otu, R. Zwiggelaar, D. Hunter, Y. Liu, M. Montès, "SHREC 2020: Multi-domain protein shape retrieval challenge", Computers & Graphics 91 (2020): 189-198.
  • F. Langenfeld, A. Axenopoulos, H. Benhabiles, P. Daras, A. Giachetti, X. Han, K. Hammoudi, D. Kihara, T. M. Lai, H. Liu, M. Melkemi, S. Mylonas, G. Terashi, Y. Wang, F. Windal, M. Montess, "SHREC’19 Protein Shape Retrieval Contest",12th Eurographics Workshop on 3D Object Retrieval, 5-6 May 2019, Genova, Italy.
Contact
Dr. Stylianos Mylonas
Building B - Office 0.4

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

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