Luca Colomba

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Mining Patterns

Satellite Imagery

Top Venues

Publications

Luca Colomba, Paolo Garza
ViGEO: an Assessment of Vision GNNs in Earth Observation. CoRR (2024)
Daniele Rege Cambrin, Luca Colomba, Paolo Garza
CaBuAr: California Burned Areas dataset for delineation. CoRR (2024)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. CoRR (2023)
Luca Colomba, Paolo Garza
ViGEO: an Assessment of Vision GNNs in Earth Observation. ICDM (Workshops) (2023)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. INTERSPEECH (2023)
Luca Colomba, Luca Cagliero, Paolo Garza
Density-Based Clustering by Means of Bridge Point Identification. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Luca Colomba, Luca Cagliero, Paolo Garza
Mining spatiotemporally invariant patterns. SIGSPATIAL/GIS (2022)
Daniele Rege Cambrin, Luca Colomba, Paolo Garza
Vision Transformers for Burned Area Delineation. MACLEAN@PKDD/ECML (2022)
Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. CIKM (2022)
Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Alessandro Farasin, Paolo Garza, Elena Baralis
Double-Step deep learning framework to improve wildfire severity classification. EDBT/ICDT Workshops (2021)
Alessandro Farasin, Luca Colomba, Giulio Palomba, Giovanni Nini
Supervised Burned Areas Delineation by Means of Sentinel-2 Imagery and Convolutional Neural Networks. ISCRAM (2020)
Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Paolo Garza, Elena Baralis
Improving Wildfire Severity Classification of Deep Learning U-Nets from Satellite Images. IEEE BigData (2020)