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ORCIDStelios K. Mylonas
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2020 – today
- 2022
[j7]Luca Gagliardi
, Andrea Raffo, Ulderico Fugacci, Silvia Biasotti, Walter Rocchia, Hao Huang, Boulbaba Ben Amor, Yi Fang, Yuanyuan Zhang, Xiao Wang, Charles Christoffer, Daisuke Kihara, Apostolos Axenopoulos, Stelios K. Mylonas, Petros Daras:
SHREC 2022: Protein-ligand binding site recognition. Comput. Graph. 107: 20-31 (2022)- 2021
- [j6]Stelios K. Mylonas, Apostolos Axenopoulos, Petros Daras:
DeepSurf: a surface-based deep learning approach for the prediction of ligand binding sites on proteins. Bioinform. 37(12): 1681-1690 (2021) - 2020
- [j5]Florent Langenfeld, Yuxu Peng, Yu-Kun Lai, Paul L. Rosin, Tunde Aderinwale, Genki Terashi, Charles Christoffer, Daisuke Kihara, Halim Benhabiles, Karim Hammoudi, Adnane Cabani, Féryal Windal, Mahmoud Melkemi, Andrea Giachetti, Stelios K. Mylonas, Apostolos Axenopoulos, Petros Daras, Ekpo Otu, Matthieu Montès:
SHREC 2020: Multi-domain protein shape retrieval challenge. Comput. Graph. 91: 189-198 (2020) - [c4]Stelios K. Mylonas, Apostolos Axenopoulos, Sotiris Katsamakas, Ioannis Gkekas, Kostas Stamatopoulos, Spyros Petrakis, Petros Daras:
Deep learning-assisted pipeline for Virtual Screening of ligand compound databases: Application on inhibiting the entry of SARS-CoV-2 into human cells. BIBE 2020: 132-139 - [i1]Stelios K. Mylonas, Apostolos Axenopoulos, Petros Daras:
DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins. CoRR abs/2002.05643 (2020)
2010 – 2019
- 2019
- [c3]Florent Langenfeld, Apostolos Axenopoulos, Halim Benhabiles, Petros Daras, Andrea Giachetti, Xusi Han, Karim Hammoudi, Daisuke Kihara, Tuan Manh Lai, Haiguang Liu, Mahmoud Melkemi, Stelios K. Mylonas, Genki Terashi, Yufan Wang, Féryal Windal, Matthieu Montès:
Protein Shape Retrieval Contest. 3DOR@Eurographics 2019: 25-31 - 2016
- [j4]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis, Ioannis Z. Gitas:
A Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1470-1492 (2016) - 2015
- [j3]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas:
A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images. Remote. Sens. 7(3): 2474-2508 (2015) - [j2]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas:
Classification of Remotely Sensed Images Using the GeneSIS Fuzzy Segmentation Algorithm. IEEE Trans. Geosci. Remote. Sens. 53(10): 5352-5376 (2015) - 2014
- [c2]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas:
Spectral-spatial classification of remote sensing images using a region-based GeneSIS Segmentation algorithm. FUZZ-IEEE 2014: 1976-1984 - 2013
- [j1]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis:
GeneSIS: A GA-based fuzzy segmentation algorithm for remote sensing images. Knowl. Based Syst. 54: 86-102 (2013) - 2012
- [c1]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis:
A GA-based sequential fuzzy segmentation approach for classification of remote sensing images. FUZZ-IEEE 2012: 1-8
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