Federico Amato

25 papers B 2Journal 11Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A machine learning framework to estimate crop coefficient dynamics of citrus orchards.
Comput. Electron. Agric.
Antonino Pagano, Federico Amato, Matteo Ippolito, Dario De Caro, Daniele Croce
2025 B conf
Centrality-Aware Machine Learning for Water Network Pressure Prediction.
Networking
Federico Amato, Antonino Pagano, Gabriele Restuccia, Ilenia Tinnirello
2024 — conf
An Analysis of the Airbnb Market: A Detailed Look at Four Italian Cities.
ICCSA (Workshops 8)
Francesco Paolo Del Giudice, Benedetto Manganelli, Pierfrancesco De Paola, Francesco Tajani, Federico Amato
2023 — conf
Internet of Things and Artificial Intelligence for Sustainable Agriculture: A Use Case in Citrus Orchards.
WF-IoT
Antonino Pagano, Federico Amato, Matteo Ippolito, Dario De Caro, Daniele Croce, Antonio Motisi, Giuseppe Provenzano, Ilenia Tinnirello
2023 J jnl
Machine learning models to predict daily actual evapotranspiration of citrus orchards under regulated deficit irrigation.
Ecol. Informatics
Antonino Pagano, Federico Amato, Matteo Ippolito, Dario De Caro, Daniele Croce, Antonio Motisi, Giuseppe Provenzano, Ilenia Tinnirello
2021 J jnl
Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential.
CoRR
Federico Amato, Fabian Guignard, Alina Walch, Nahid Mohajeri, Jean-Louis Scartezzini, Mikhail F. Kanevski
2021 J jnl
Uncertainty quantification in extreme learning machine: Analytical developments, variance estimates and confidence intervals.
Neurocomputing
Fabian Guignard, Federico Amato, Mikhail F. Kanevski
2020 J jnl
A Novel Framework for Spatio-Temporal Prediction of Climate Data Using Deep Learning.
CoRR
Federico Amato, Fabian Guignard, Sylvain Robert, Mikhail F. Kanevski
2020 B conf
On Feature Selection Using Anisotropic General Regression Neural Network.
ESANN
Federico Amato, Fabian Guignard, Philippe Jacquet, Mikhail F. Kanevski
2020 J jnl
On Feature Selection Using Anisotropic General Regression Neural Network.
CoRR
Federico Amato, Fabian Guignard, Philippe Jacquet, Mikhail F. Kanevski
2020 — conf
Spatio-temporal evolution of global surface temperature distributions.
CI
Federico Amato, Fabian Guignard, Vincent Humphrey, Mikhail F. Kanevski
2020 J jnl
Spatio-temporal evolution of global surface temperature distributions.
CoRR
Federico Amato, Fabian Guignard, Vincent Humphrey, Mikhail F. Kanevski
2020 J jnl
Uncertainty Quantification in Extreme Learning Machine: Analytical Developments, Variance Estimates and Confidence Intervals.
CoRR
Fabian Guignard, Federico Amato, Mikhail F. Kanevski
2018 J jnl
Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal.
Environ. Model. Softw.
Federico Amato, Marj Tonini, Beniamino Murgante, Mikhail F. Kanevski
2017 — conf
A Quantitative Measure of Habitat Quality to Support the Implementation of Sustainable Urban Planning Measures.
ICCSA (6)
Rosa Epifani, Federico Amato, Beniamino Murgante, Gabriele Nolè
2017 — conf
Change Detection and Classification of Seismic Damage with LiDAR and RADAR Surveys in Supporting Emergency Planning. The Case of Amatrice.
ICCSA (4)
Lucia Saganeiti, Federico Amato, Michele Potleca, Gabriele Nolè, Marco Vona, Beniamino Murgante
2017 — conf
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 Sustainable Energy Action Plans (SEAP).
ICCSA (6)
Francesco Scorza, Luigi Santopietro, Beatrice Giuzio, Federico Amato, Beniamino Murgante, Giuseppe B. Las Casas
2017 — conf
Hierarchical Spatial Distribution of Seismic Risk of Italian RC Buildings Stock.
ICCSA (2)
Marco Vona, Monica Mastroberti, Federico Amato
2016 J jnl
A SMAP Supervised Classification of Landsat Images for Urban Sprawl Evaluation.
ISPRS Int. J. Geo Inf.
Flavia Di Palma, Federico Amato, Gabriele Nolè, Federico Martellozzo, Beniamino Murgante
2016 — conf
Urban Solar Energy Potential in Europe.
ICCSA (3)
Federico Amato, Federico Martellozzo, Beniamino Murgante, Gabriele Nolè
2015 — conf
"Serpentone Reload" an Experience of Citizens Involvement in Regeneration of Peripheral Urban Spaces.
ICCSA (2)
Federico Amato, Sara Bellarosa, Giuseppe Biscaglia, Luca Catalano, Antonio Graziadei, Annalisa Metta, Beniamino Murgante, Maria Livia Olivetti, Pasquale Passannante, Annalisa Percoco, Gerardo Sassano, Francesco Scaringi
2015 — conf
A Quantitative Prediction of Soil Consumption in Southern Italy.
ICCSA (3)
Federico Amato, Federico Martellozzo, Beniamino Murgante, Gabriele Nolè
2015 — conf
Citizens Participation in Improving Rural Communities Quality of Life.
ICCSA (2)
Roberta Soligno, Francesco Scorza, Federico Amato, Giuseppe B. Las Casas, Beniamino Murgante
2015 J jnl
Supporting planning activities with the assessment and the prediction of urban sprawl using spatio-temporal analysis.
Ecol. Informatics
Federico Amato, Piergiuseppe Pontrandolfi, Beniamino Murgante
2014 — conf
Using Spatiotemporal Analysis in Urban Sprawl Assessment and Prediction.
ICCSA (2)
Federico Amato, Piergiuseppe Pontrandolfi, Beniamino Murgante