no code implementations • LREC 2022 • Voula Giouli, Anna Vacalopoulou, Nikolaos Sidiropoulos, Christina Flouda, Athanasios Doupas, Giorgos Giannopoulos, Nikos Bikakis, Vassilis Kaffes, Gregory Stainhaouer
The paper gives an account of an infrastructure that will be integrated into a platform aimed at providing a multi-faceted experience to visitors of Northern Greece using mythology as a starting point.
no code implementations • 29 Apr 2024 • Giorgos Giannopoulos, Dimitris Sacharidis, Nikolas Theologitis, Loukas Kavouras, Ioannis Emiris
In this work we focus on the latter aspects; we propose an explainability method tailored to identifying potential bias in subgroups and visualizing the findings in a user friendly manner to end users.
no code implementations • 20 Mar 2024 • Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
In this paper we present a deep learning pipeline for next day fire prediction.
1 code implementation • 23 Feb 2023 • Dimitris Sacharidis, Giorgos Giannopoulos, George Papastefanatos, Kostas Stefanidis
Similar to established notions of algorithmic fairness, we define spatial fairness as the statistical independence of outcomes from location.
no code implementations • 30 Jan 2023 • Alexandros Kalimeris, Ioannis Psarros, Giorgos Giannopoulos, Manolis Terrovitis, George Papastefanatos, Gregory Kotsis
We study the problem of estimating the soiling ratio in photo-voltaic (PV) modules, i. e., the ratio of the real power output to the power output that would be produced if solar panels were clean.
no code implementations • 30 Dec 2020 • Thanasis Vergoulis, Ilias Kanellos, Giorgos Giannopoulos, Theodore Dalamagas
Moreover, most approaches rely on the existence of rich metadata for each article, a requirement that cannot be adequately fulfilled for a large number of them.