Classifying points of interest with minimum metadata. - Giorgos Giannopoulos; Konstantinos Alexis; Nikos Kostagiolas; Dimitrios Skoutas 001 (LocalRec@SIGSPATIAL, 2019)

Boosting toponym interlinking by paying attention to both machine and deep learning. - Konstantinos Alexis; Vassilis Kaffes; Giorgos Giannopoulos (GeoRich@SIGMOD, 2020)

Improving geocoding quality via learning to integrate multiple geocoders. - Konstantinos Alexis; Vassilis Kaffes; Ilias Varkas; Andreas Syngros; Nontas Tsakonas; Giorgos Giannopoulos (SSDBM, 2020)

Next Day Fire Prediction via Semantic Segmentation. - Konstantinos Alexis; Stella Girtsou; Alexis Apostolakis; Giorgos Giannopoulos; Charalampos Kontoes (PKDD/ECML Workshops (3), 2023)

Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results. - Alexis Apostolakis; Stella Girtsou; Konstantinos Alexis; Giorgos Giannopoulos; Nikolaos S. Bartsotas; Charalampos Kontoes (IGARSS, 2024)

Diffusion Models for Nuclei Segmentation in Low Data Regimes. - Konstantinos Alexis; Stergios Christodoulidis; Dimitrios Gunopulos; Maria Vakalopoulou (ISBI, 2024)