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Luca Colomba
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Year
Double-step u-net: A deep learning-based approach for the estimation of wildfire damage severity through sentinel-2 satellite data
A Farasin, L Colomba, P Garza
Applied Sciences 10 (12), 4332, 2020
432020
Attention to fires: Multi-channel deep learning models for wildfire severity prediction
S Monaco, S Greco, A Farasin, L Colomba, D Apiletti, P Garza, ...
Applied Sciences 11 (22), 11060, 2021
152021
A data-driven based dynamic rebalancing methodology for bike sharing systems
M Cipriano, L Colomba, P Garza
Applied Sciences 11 (15), 6967, 2021
112021
Supervised Burned Areas Delineation by Means of Sentinel-2 Imagery and Convolutional Neural Networks.
A Farasin, L Colomba, G Palomba, G Nini, C Rossi
ISCRAM, 1060-1071, 2020
92020
Improving wildfire severity classification of deep learning U-nets from satellite images
S Monaco, A Pasini, D Apiletti, L Colomba, P Garza, E Baralis
2020 IEEE International Conference on Big Data (Big Data), 5786-5788, 2020
72020
Italic: An italian intent classification dataset
A Koudounas, M La Quatra, L Vaiani, L Colomba, G Attanasio, E Pastor, ...
arXiv preprint arXiv:2306.08502, 2023
62023
A dataset for burned area delineation and severity estimation from satellite imagery
L Colomba, A Farasin, S Monaco, S Greco, P Garza, D Apiletti, E Baralis, ...
Proceedings of the 31st ACM International Conference on Information …, 2022
52022
Vision Transformers for Burned Area Delineation.
DR Cambrin, L Colomba, P Garza
MACLEAN@ PKDD/ECML, 2022
42022
Double-Step deep learning framework to improve wildfire severity classification.
S Monaco, A Pasini, D Apiletti, L Colomba, A Farasin, P Garza, E Baralis
EDBT/ICDT Workshops, 2021
42021
CaBuAr: California Burned Areas dataset for delineation
DR Cambrin, L Colomba, P Garza
arXiv preprint arXiv:2401.11519, 2024
22024
Mining spatiotemporally invariant patterns
L Colomba, L Cagliero, P Garza
Proceedings of the 30th International Conference on Advances in Geographic …, 2022
22022
CaBuAr: California Burned Areas dataset for delineation
D Rege Cambrin, L Colomba, P Garza
arXiv e-prints, arXiv: 2401.11519, 2024
2024
ViGEO: an Assessment of Vision GNNs in Earth Observation
L Colomba, P Garza
2023 IEEE International Conference on Data Mining Workshops (ICDMW), 816-822, 2023
2023
CaBuAr: California burned areas dataset for delineation [Software and Data Sets]
DR Cambrin, L Colomba, P Garza
IEEE Geoscience and Remote Sensing Magazine 11 (3), 106-113, 2023
2023
Vision Transformers for Burned Area Delineation
D Rege Cambrin, L Colomba, P Garza
CEUR Workshop Proceedings 3343, 2023
2023
Density-Based Clustering by Means of Bridge Point Identification
L Colomba, L Cagliero, P Garza
IEEE Transactions on Knowledge and Data Engineering, 2022
2022
Automatic processing of satellite acquisitions for burnt area detection and damage estimation
L Colomba
Politecnico di Torino, 2019
2019
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Articles 1–17