Improving Wildfire Severity Classification of Deep Learning U-Nets from Satellite Images. - Simone Monaco; Andrea Pasini; Daniele Apiletti; Luca Colomba; Paolo Garza; Elena Baralis (IEEE BigData, 2020)

Supervised Burned Areas Delineation by Means of Sentinel-2 Imagery and Convolutional Neural Networks. - Alessandro Farasin; Luca Colomba; Giulio Palomba; Giovanni Nini (ISCRAM, 2020)

Double-Step deep learning framework to improve wildfire severity classification. - Simone Monaco; Andrea Pasini; Daniele Apiletti; Luca Colomba; Alessandro Farasin; Paolo Garza; Elena Baralis (EDBT/ICDT Workshops, 2021)

A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. - Luca Colomba; Alessandro Farasin; Simone Monaco; Salvatore Greco; Paolo Garza; Daniele Apiletti; Elena Baralis; Tania Cerquitelli (CIKM, 2022)

Mining spatiotemporally invariant patterns. - Luca Colomba; Luca Cagliero; Paolo Garza (SIGSPATIAL/GIS, 2022)

Vision Transformers for Burned Area Delineation. - Daniele Rege Cambrin; Luca Colomba; Paolo Garza (MACLEAN@PKDD/ECML, 2022)

Satellite Burned Area Dataset. - Luca Colomba; Alessandro Farasin; Simone Monaco; Salvatore Greco; Paolo Garza; Daniele Apiletti; Elena Baralis; Tania Cerquitelli (Zenodo, 2022)

ViGEO: an Assessment of Vision GNNs in Earth Observation. - Luca Colomba; Paolo Garza (ICDM (Workshops), 2023)

ITALIC: An Italian Intent Classification Dataset. - Alkis Koudounas; Moreno La Quatra; Lorenzo Vaiani; Luca Colomba; Giuseppe Attanasio; Eliana Pastor; Luca Cagliero; Elena Baralis (INTERSPEECH, 2023)

Density-Based Clustering by Means of Bridge Point Identification. - Luca Colomba; Luca Cagliero; Paolo Garza (IEEE Trans. Knowl. Data Eng., 2023)

Level Up Your Tutorials: VLMs for Game Tutorials Quality Assessment. - Daniele Rege Cambrin; Gabriele Scaffidi Militone; Luca Colomba; Giovanni Malnati; Daniele Apiletti; Paolo Garza (ECCV Workshops (2), 2024)

CaBuAr: California Burned Areas dataset for delineation. - Daniele Rege Cambrin; Luca Colomba; Paolo Garza (CoRR, 2024)

Spatial data science: from aerial data to discrete spatio-temporal event analysis. - Luca Colomba (2024)

Magnifier: A Multigrained Neural Network-Based Architecture for Burned Area Delineation. - Daniele Rege Cambrin; Luca Colomba; Paolo Garza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation. - Daniele Rege Cambrin; Luca Colomba; Paolo Garza (CoRR, 2025)