Stella Girtsou

12 papers C 5Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
3D Cloud reconstruction through geospatially-aware Masked Autoencoders.
CoRR
Stella Girtsou, Emiliano Diaz Salas-Porras, Lilli Freischem, Joppe Massant, Kyriaki-Margarita Bintsi, Guiseppe Castiglione, William Jones, Michael Eisinger, Emmanuel Johnson, Anna Jungbluth
2025 J jnl
Enhancing the Interpretation of AI Models for Natural Hazard Susceptibility: The Case of Daily Wildfire Occurrence Prediction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alexis Apostolakis, Konstantinos Alexis, Stella Girtsou, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes, Panayotis Tsanakas
2025 J jnl
Global 3D Reconstruction of Clouds & Tropical Cyclones.
CoRR
Shirin Ermis, César Aybar, Lilli Freischem, Stella Girtsou, Kyriaki-Margarita Bintsi, Emiliano Diaz Salas-Porras, Michael Eisinger, William Jones, Anna Jungbluth, Benoit Tremblay
2024 C conf
Detailed Wildfire Vulnerability Assessment In Selected Wildland Urban Interface Residential Areas In The Region Of Attica, Greece.
IGARSS
Melpomeni Zoka, Nikolaos Stasinos, Michail-Christos Tsoutsos, Martha Kokkalidou, Stella Girtsou, Anastasia Yfantidou, Nikolaos Stathopoulos, Charalampos Kontoes
2024 C conf
Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results.
IGARSS
Alexis Apostolakis, Stella Girtsou, Konstantinos Alexis, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes
2024 C conf
Multimodal Dataset for Wildfire Risk Prediction in Cyprus.
IGARSS
Maria Prodromou, Stella Girtsou, Georgios Leventis, Dimitris Koumoulidis, Marios Tzouvaras, Christodoulos Mettas, Alexis Apostolakis, Mariza Kaskara, Haris Kontoes, Diofantos G. Hadjimitsis
2024 J jnl
Next day fire prediction via semantic segmentation.
CoRR
Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
2024 C conf
Wildfire Integrated Modeling Chain Development Over Heterogeneous Regions: the Medewsa Twin of Attica (Greece) and Ethiopia.
IGARSS
Nikolaos S. Bartsotas, Andrea Trucchia, Stella Girtsou, Alexis Apostolakis, Nicolò Perello, Themistocles Herekakis, Paolo Fiorucci, Lauro Rossi, Charalampos Kontoes
2023 — conf
Next Day Fire Prediction via Semantic Segmentation.
PKDD/ECML Workshops (3)
Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
2022 J jnl
Estimating Next Day's Forest Fire Risk via a Complete Machine Learning Methodology.
Remote. Sens.
Alexis Apostolakis, Stella Girtsou, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes
2021 C conf
A Machine Learning Methodology for Next Day Wildfire Prediction.
IGARSS
Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes
2021 — conf
Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data.
MMM (2)
Alexis Apostolakis, Stella Girtsou, Charalampos Kontoes, Ioannis Papoutsis, Michalis Tsoutsos