Guido Gentile

Pubblicazioni

Titolo Pubblicato in Anno
Predictive analytics for road traffic accidents: exploring severity through conformal prediction Proceedings of TRB Annual Meeting 2024 2024
Automated passengers trip phase recognition and public transit accessibility level analysis via machine learning models using GPS data Proceedings of the 103rd Transportation Research Board (TRB) Annual Meeting 2024
GPS-based trip phase and waiting time detection to and from public transport stops via machine learning models TRANSPORTATION RESEARCH PROCEDIA 2024
Assessing the Mobility Impact on the Corporate Social Responsibility Reliability and Statistics in Transportation and Communication 2023
Effect of spatio-temporal granularity on demand prediction for deep learning models TRANSPORT AND TELECOMMUNICATION 2023
A Single-Level Joint Formulation for Travel Demand Estimation Under Stochastic User Equilibrium Reliability and Statistics in Transportation and Communication. Selected Papers from the 22nd International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication: Artificial Intelligence in Transportation, RelStat-2022, October 20-21, 2022, Riga, Latvia 2023
Inferring Station Numbers in Metro Trips Using Mobile Magnetometer Sensor via an Unsupervised K-means Clustering Algorithm 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) 2023
Assessing the benefits and external costs of road transport in Italy 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) Proceedings 2023
Real-Time passengers forecasting in congested transit networks considering dynamic service disruptions and passenger count data 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) Proceedings 2023
Analysing Distribution Approaches for Efficient Urban Logistics TRANSPORT AND TELECOMMUNICATION 2023
Last-mile-logistic Platform for companies within urban areas 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) Proceedings 2023
Optimizing Ride-Sharing Potential in New York City: A Dynamic Algorithm Analysis of Peak and Off-Peak Demand Scenarios Reliability and Statistics in Transportation and Communication 2023
Environmental benefits of taxi ride-sharing in New York City TRANSPORTATION RESEARCH PROCEDIA 2023
Real-Time passengers forecasting in congested transit networks considering dynamic service disruptions and passenger count data Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) 2023
Re-design of a road node with 7D BIM: Geometrical, environmental and microsimulation approaches to implement a benefit-cost analysis between alternatives AUTOMATION IN CONSTRUCTION 2022
Smartphone-Based Recognition of Access Trip Phase to Public Transport Stops Via Machine Learning Models TRANSPORT AND TELECOMMUNICATION 2022
Assessing the Mobility Impacts on the Corporate Social Responsibility Transport and Telecommunication Institute 2022
Navigating Italy's Growing Smart Working Landscape: Insights from Employee Cluster Analysis Reliability and Statistics in Transportation and Communication - Selected Papers from the 23rd International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication, RelStat2023, October 19-21, 2023, Riga, Latvia 2022
Extension of the hyper run assignment model to real-time passengers forecasting in congested transit networks considering dynamic service disruptions Proceedings of the 22nd Swiss Transport Research Conference (STRC 2022) 2022
A practical approach to assignment-free Dynamic Origin–Destination Matrix Estimation problem TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES 2022

ERC

  • SH7_9
  • PE8_14

KET

  • Big data & computing
  • Sustainable technologies & development

Interessi di ricerca

static and dynamic traffic assignment to road networks,

simulation and management of public transport systems,

travel demand and route choice models,

city-logistics and network design,

infomobility and intelligent transport systems,

smart cities and mobility management,

data analytics and machine learning in transportation

Keywords

public transport
sustainable mobility
intelligent transportation systems
travel demand modelling
sustainable urban logistics
Day-to-Day Route choice
Rail passenger transport
smart city
machine learning
Network design
agent based simulation

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