Stelios K. Mylonas

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 9

Top Topics

Segmentation Algorithm

Top Venues

Publications

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 (2022)
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) (2021)
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 (2020)
Stelios K. Mylonas, Apostolos Axenopoulos, Petros Daras
DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins. CoRR (2020)
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)
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)
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) (2016)
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) (2015)
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) (2015)
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)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis
GeneSIS: A GA-based fuzzy segmentation algorithm for remote sensing images. Knowl. Based Syst. 54 (2013)
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)