Search Results - "Fazzini, Paolo"

Forecasting PM10 Levels Using Machine Learning Models in the Arctic: A Comparative Study by Fazzini, Paolo, Montuori, Marco, Pasini, Antonello, Cuzzucoli, Alice, Crotti, Ilaria, Campana, Emilio Fortunato, Petracchini, Francesco, Dobricic, Srdjan

“…In this study, we present a statistical forecasting framework and assess its efficacy using a range of established machine learning algorithms for predicting…”
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Sentinel-2 Remote Sensed Image Classification with Patchwise Trained ConvNets for Grassland Habitat Discrimination by Fazzini, Paolo, De Felice Proia, Giuseppina, Adamo, Maria, Blonda, Palma, Petracchini, Francesco, Forte, Luigi, Tarantino, Cristina

“…The present study focuses on the use of Convolutional Neural Networks (CNN or ConvNet) to classify a multi-seasonal dataset of Sentinel-2 images to…”
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Effects of Smart Traffic Signal Control on Air Quality by Fazzini, Paolo, Torre, Marco, Rizza, Valeria, Petracchini, Francesco

“…Adaptive traffic signal control (ATSC) in urban traffic networks poses a challenging task due to the complicated dynamics arising in traffic systems. In recent…”
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Effects of deployment of electric vehicles on air quality in the urban area of Turin (Italy) by Rizza, Valeria, Torre, Marco, Tratzi, Patrizio, Fazzini, Paolo, Tomassetti, Laura, Cozza, Valentina, Naso, Francesco, Marcozzi, Dino, Petracchini, Francesco

“…This study aims to evaluate and quantify the environmental, health, and economic benefits due to the penetration of electric vehicles in the fleet composition…”
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Forecasting PM[sub.10] Levels Using Machine Learning Models in the Arctic: A Comparative Study by Fazzini, Paolo, Montuori, Marco, Pasini, Antonello, Cuzzucoli, Alice, Crotti, Ilaria, Campana, Emilio Fortunato, Petracchini, Francesco, Dobricic, Srdjan

“…In this study, we present a statistical forecasting framework and assess its efficacy using a range of established machine learning algorithms for predicting…”
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Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study by Fazzini, Paolo, Wheeler, Isaac, Petracchini, Francesco

“…In this work we analyze Multi-Agent Advantage Actor-Critic (MA2C) a recently proposed multi-agent reinforcement learning algorithm that can be applied to…”
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Effects of Smart Traffic Signal Control on Air Quality by Fazzini, Paolo, Torre, Marco, Rizza, Valeria, Petracchini, Francesco

“…Adaptive traffic signal control (ATSC) in urban traffic networks poses a challenging task due to the complicated dynamics arising in traffic systems. In recent…”
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The disappearance of the city of Luni by Fazzini, Paolo, Maffei, Marina

“…The morphological evolution of the study area and the characteristics of the deposits which cover the Roman settlement point to a series of exceptional…”
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