Guido Gentile

Sapienza University of Rome — Italy

Social Sciences · Social Sciences

23h-index1.5kcitations171works1.22yr avg
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Research Topics

Transportation Planning and Optimization(83), Transportation and Mobility Innovations(39), Traffic control and management(34), Traffic Prediction and Management Techniques(30), Urban Transport and Accessibility(29)

Publications171 total

Security perceptions in ride-sharing services: Influencing factors and effective solutions
Research in Transportation Economics·2025Open Access
Some subsets of set F in the diluted Hofstadter problem
arXiv (Cornell University)·2025Open Access
Bus Station Demand Prediction Using Crowdsourced Data and Deep Learning Models
2025Open Access
Learning Traffic Flows: Graph Neural Networks for Metamodelling Traffic Assignment
2025
Comparing Choice Model and Machine Learning for Commuter Behavior Prediction: Evaluating Model Transferability Across Urban and Cultural Contexts
2025
Eco-Routing in Dense Urban Networks: Evaluating Time and Emission Trade-Offs Using the COPERT Model in Rome
2025
Predicting Road Accident Severity Using Traffic, Accident and Network Data
2025
Urban Commuting Preferences in Italy: Employees’ Perceptions of Public Transport and Willingness to Adopt Active Transport Based on K-Modes Cluster Analysis
Sustainability·2025Open Access
Learning traffic flows: Graph Neural Networks for Metamodelling Traffic Assignment
arXiv (Cornell University)·2025Open Access
Transport Modelling for Mega-Projects: An Application on Futuristic, Carbon Emission Free, Sustainable, 5-Minute Linear Megacity
Lecture notes in networks and systems·2025
Path Choice Calibration Across Urban Road Networks using Routing Services
Transportation research procedia·2025· 2 citedOpen Access
Systematic Analysis of Commuting Behavior in Italy Using K-Means Clustering and Spatial Analysis: Towards Inclusive and Sustainable Urban Transport Solutions
Future Transportation·2024· 11 citedOpen Access
Accessibility Via Public Transport Through Gravity Models Based on Open Data
Transport and Telecommunication Journal·2024· 1 citedOpen Access
A diluted version of the problem of the existence of the Hofstadter sequence
The Journal of Difference Equations and Applications·2024· 1 citedOpen Access
Protéger et servir l’« intérêt national ». La souveraineté économique saisie par la politique de contrôle des investissements étrangers en France
SPIRE - Sciences Po Institutional REpository·2024Open Access
Shortest Path Calibration: A Framework for Calibrating Open-Source Networks with Routing Services
2024· 2 cited
Deep Neural Networks for Identifying Modes of Transport Using GPS Data
2024
Utilizing P-median and Machine Learning for Bike-Sharing Demand Prediction
2024· 1 cited
Machine Learning-Enhanced Conformal Prediction Approach for Road Traffic Accident Severity Assessment: A Case Study of Rome
SSRN Electronic Journal·2024· 3 citedOpen Access
Optimizing Ride-Sharing Potential in New York City: A Dynamic Algorithm Analysis of Peak and Off-Peak Demand Scenarios
Lecture notes in networks and systems·2024
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Frequent Co-authors

Lorenzo Meschini(9), Natale Papola(8), Valentina Trozzi(6), Michael G.H. Bell(6), Ioannis Kaparias(4), Alessandro Attanasi(4), Klaus Noekel(3), Giuseppe Bellei(3), Bojan Kostic(3), Sang Quang Nguyen(2), Stefano Pallottino(2), Michaël Florian(2), Rafał Kucharski(2), Achille Fonzone(2), Mahnaz Babapourdijojin(2), Marco Pezzulla(2), Daniele Vigo(1), Luca Persia(1), Abbas Babazadeh(1), Babak Javani(1)