Konstantinos Alexis

According to our database, Konstantinos Alexis authored at least 9 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Distilling Vision Transformers for Distortion-Robust Representation Learning.

Konstantinos Alexis, Giorgos Giannopoulos, Dimitrios Gunopulos

CoRR, April, 2026

HighFM: Towards a Foundation Model for Learning Representations from High-Frequency Earth Observation Data.

Stella Girtsou, Konstantinos Alexis, Giorgos Giannopoulos, Charalambos Kontoes

CoRR, April, 2026

2025

Enhancing the Interpretation of AI Models for Natural Hazard Susceptibility: The Case of Daily Wildfire Occurrence Prediction.

Alexis Apostolakis, Konstantinos Alexis, Stella Girtsou, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes, Panayotis Tsanakas

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Diffusion Models for Nuclei Segmentation in Low Data Regimes.

Konstantinos Alexis, Stergios Christodoulidis, Dimitrios Gunopulos, Maria Vakalopoulou

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results.

Alexis Apostolakis, Stella Girtsou, Konstantinos Alexis, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes

Proceedings of the IGARSS 2024, 2024

2023

Next Day Fire Prediction via Semantic Segmentation.

Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2020

Improving geocoding quality via learning to integrate multiple geocoders.

Konstantinos Alexis, Vassilis Kaffes, Ilias Varkas, Andreas Syngros, Nontas Tsakonas, Giorgos Giannopoulos

Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

Boosting toponym interlinking by paying attention to both machine and deep learning.

Konstantinos Alexis, Vassilis Kaffes, Giorgos Giannopoulos

Proceedings of the Sixth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2020

2019

Classifying points of interest with minimum metadata.

Giorgos Giannopoulos, Konstantinos Alexis, Nikos Kostagiolas, Dimitrios Skoutas

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-based Recommendations, 2019