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Federico Amato
Federico Amato
Senior Data Scientist, Swiss Data Science Center, École polytechnique fédérale de Lausanne
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Modelling the impact of urban growth on agriculture and natural land in Italy to 2030
F Martellozzo, F Amato, B Murgante, KC Clarke
Applied Geography 91, 156-167, 2018
1782018
A novel framework for spatio-temporal prediction of environmental data using deep learning
F Amato, F Guignard, S Robert, M Kanevski
Scientific reports 10 (1), 22243, 2020
116*2020
The effects of urban policies on the development of urban areas
F Amato, BA Maimone, F Martellozzo, G Nolè, B Murgante
Sustainability 8 (4), 297, 2016
882016
Preserving cultural heritage by supporting landscape planning with quantitative predictions of soil consumption
F Amato, F Martellozzo, G Nolè, B Murgante
Journal of Cultural Heritage 23, 44-54, 2017
622017
A SMAP supervised classification of landsat images for urban sprawl evaluation
F Di Palma, F Amato, G Nolè, F Martellozzo, B Murgante
ISPRS International Journal of Geo-Information 5 (7), 109, 2016
602016
Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal
F Amato, M Tonini, B Murgante, M Kanevski
Environmental Modelling & Software 104, 171-187, 2018
562018
Supporting planning activities with the assessment and the prediction of urban sprawl using spatio-temporal analysis
F Amato, P Pontrandolfi, B Murgante
Ecological informatics 30, 365-378, 2015
492015
Conflicts between environmental protection and energy regeneration of the historic heritage in the case of the city of Matera: tools for assessing and dimensioning of …
F Scorza, L Santopietro, B Giuzio, F Amato, B Murgante, GL Casas
Computational Science and Its Applications–ICCSA 2017: 17th International …, 2017
262017
Using spatiotemporal analysis in urban sprawl assessment and prediction
F Amato, P Pontrandolfi, B Murgante
Computational Science and Its Applications–ICCSA 2014: 14th International …, 2014
262014
Population-based simulation of urban growth: the Italian case study
C Cosentino, F Amato, B Murgante
Sustainability 10 (12), 4838, 2018
222018
Analysis of air pollution time series using complexity-invariant distance and information measures
F Amato, M Laib, F Guignard, M Kanevski
Physica A: Statistical Mechanics and its Applications 547, 124391, 2020
192020
Citizens participation in improving rural communities quality of life
R Soligno, F Scorza, F Amato, GL Casas, B Murgante
Computational Science and Its Applications--ICCSA 2015: 15th International …, 2015
192015
Early estimation of ground displacements and building damage after seismic events using SAR and LiDAR data: The case of the Amatrice earthquake in central Italy, on 24th August …
L Saganeiti, F Amato, G Nolè, M Vona, B Murgante
International Journal of Disaster Risk Reduction 51, 101924, 2020
172020
Involving citizens in the reuse and regeneration of urban peripheral spaces
G Sassano, A Graziadei, F Amato, B Murgante
Local government and urban governance in Europe, 193-206, 2017
142017
Innovation, technologies, participation: new paradigms towards a 2.0 citizenship
B Murgante, G Botonico, A Graziadei, G Sassano, F Amato, F Scorza
International Journal of Electronic Governance 11 (1), 62-88, 2019
132019
Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential
F Amato, F Guignard, A Walch, N Mohajeri, JL Scartezzini, M Kanevski
Stochastic Environmental Research and Risk Assessment 36 (8), 2049-2069, 2022
122022
Uncertainty quantification in extreme learning machine: analytical developments, variance estimates and confidence intervals
F Guignard, F Amato, M Kanevski
Neurocomputing 456, 436-449, 2021
112021
Advanced analysis of temporal data using Fisher-Shannon information: theoretical development and application in geosciences
F Guignard, M Laib, F Amato, M Kanevski
Frontiers in Earth Science 8, 255, 2020
112020
Cloud-to-Ground lightning nowcasting using Machine Learning
A La Fata, F Amato, M Bernardi, M D'Andrea, R Procopio, E Fiori
2021 35th International Conference on Lightning Protection (ICLP) and XVI …, 2021
102021
Geotourism as a specialization in the territorial context of the Basilicata region (southern Italy)
A Pilogallo, G Nolè, F Amato, L Saganeiti, M Bentivenga, G Palladino, ...
Geoheritage 11, 1435-1445, 2019
102019
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