A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images. - Demetris Shianios; Christos Kyrkou; Panayiotis S. Kolios (CAIP (2), 2023)

DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition. - Demetris Shianios; Panayiotis S. Kolios; Christos Kyrkou (SN Comput. Sci., 2024)

MultiFire20K: A semi-supervised enhanced large-scale UAV-based benchmark for advancing multi-task learning in fire monitoring. - Demetris Shianios; Panayiotis Kolios; Christos Kyrkou (Comput. Vis. Image Underst., 2025)