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A novel framework for spatio-temporal prediction of environmental data using deep learning

Scientific reports, 2020-12, Vol.10 (1), p.22243-22243, Article 22243

2020

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Advanced Analysis of Temporal Data Using Fisher-Shannon Information: Theoretical Development and Application in Geosciences

Frontiers in earth science (Lausanne), 2020-07, Vol.8

2020

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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 2016

International journal of disaster risk reduction, 2020-12, Vol.51, p.101924, Article 101924

2020

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A SMAP Supervised Classification of Landsat Images for Urban Sprawl Evaluation

ISPRS international journal of geo-information, 2016-07, Vol.5 (7), p.109-109

2016

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Modeling tumor size dynamics based on real‐world electronic health records and image data in advanced melanoma patients receiving immunotherapy

CPT: pharmacometrics and systems pharmacology, 2023-08, Vol.12 (8), p.1170-1181

2023

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Uncertainty quantification in extreme learning machine: Analytical developments, variance estimates and confidence intervals

Neurocomputing (Amsterdam), 2021-10, Vol.456, p.436-449

2021

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Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal

Environmental modelling & software : with environment data news, 2018-06, Vol.104, p.171-187

2018

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Analysis of air pollution time series using complexity-invariant distance and information measures

Physica A, 2020-06, Vol.547, p.124391, Article 124391

2020

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Preserving cultural heritage by supporting landscape planning with quantitative predictions of soil consumption

Journal of cultural heritage, 2017-03, Vol.23, p.44-54

2017

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Population-Based Simulation of Urban Growth: The Italian Case Study

Sustainability, 2018-12, Vol.10 (12), p.4838

2018

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Supporting planning activities with the assessment and the prediction of urban sprawl using spatio-temporal analysis

Ecological informatics, 2015-11, Vol.30, p.365-378

2015

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Hierarchical Spatial Distribution of Seismic Risk of Italian RC Buildings Stock

Computational Science and Its Applications – ICCSA 2017, p.217-229

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Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential

Stochastic environmental research and risk assessment, 2022-08, Vol.36 (8), p.2049-2069

2022

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Horizontal grid spacing comparison among Random Forest algorithms to nowcast Cloud-to-Ground lightning occurrence

Stochastic environmental research and risk assessment, 2022-08, Vol.36 (8), p.2195-2206

2022

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The Effects of Urban Policies on the Development of Urban Areas

Sustainability, 2016-04, Vol.8 (4), p.297-297

2016

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Machine learning models to predict daily actual evapotranspiration of citrus orchards under regulated deficit irrigation

Ecological informatics, 2023-09, Vol.76, p.102133, Article 102133

2023

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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)

Computational Science and Its Applications – ICCSA 2017, p.527-539

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A Quantitative Measure of Habitat Quality to Support the Implementation of Sustainable Urban Planning Measures

Computational Science and Its Applications – ICCSA 2017, p.585-600

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Spatiotemporal data science: theoretical advances and applications

Stochastic environmental research and risk assessment, 2022-08, Vol.36 (8), p.2027-2029

2022

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FINO A CHE PUNTO È SOSTENIBILE IL CONSUMO DI SUOLO?

Bollettino della Società geografica italiana, 2019-11, Vol.10 (3-4)

2019

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A Quantitative Prediction of Soil Consumption in Southern Italy

Computational Science and Its Applications -- ICCSA 2015, p.798-812

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Heating and cooling processes via phaseonium-driven dynamics of cascade systems

Physical review. A, 2024-04, Vol.109 (4), Article 043705

2024

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Urban Solar Energy Potential in Europe

Computational Science and Its Applications - ICCSA 2016, 2016, Vol.9788, p.443-453

2016

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Using Spatiotemporal Analysis in Urban Sprawl Assessment and Prediction

Computational Science and Its Applications – ICCSA 2014, p.758-773

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Citizens Participation in Improving Rural Communities Quality of Life

Computational Science and Its Applications -- ICCSA 2015, p.731-746

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A novel framework for spatio-temporal prediction of environmental data using deep learning

Advanced Analysis of Temporal Data Using Fisher-Shannon Information: Theoretical Development and Application in Geosciences

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 2016

A SMAP Supervised Classification of Landsat Images for Urban Sprawl Evaluation

Modeling tumor size dynamics based on real‐world electronic health records and image data in advanced melanoma patients receiving immunotherapy

Uncertainty quantification in extreme learning machine: Analytical developments, variance estimates and confidence intervals

Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal

Analysis of air pollution time series using complexity-invariant distance and information measures

Preserving cultural heritage by supporting landscape planning with quantitative predictions of soil consumption

Population-Based Simulation of Urban Growth: The Italian Case Study

Supporting planning activities with the assessment and the prediction of urban sprawl using spatio-temporal analysis

Hierarchical Spatial Distribution of Seismic Risk of Italian RC Buildings Stock

Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential

Horizontal grid spacing comparison among Random Forest algorithms to nowcast Cloud-to-Ground lightning occurrence

The Effects of Urban Policies on the Development of Urban Areas

Machine learning models to predict daily actual evapotranspiration of citrus orchards under regulated deficit irrigation

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)

A Quantitative Measure of Habitat Quality to Support the Implementation of Sustainable Urban Planning Measures

Spatiotemporal data science: theoretical advances and applications

FINO A CHE PUNTO È SOSTENIBILE IL CONSUMO DI SUOLO?

A Quantitative Prediction of Soil Consumption in Southern Italy

Heating and cooling processes via phaseonium-driven dynamics of cascade systems

Urban Solar Energy Potential in Europe

Using Spatiotemporal Analysis in Urban Sprawl Assessment and Prediction

Citizens Participation in Improving Rural Communities Quality of Life

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