Natalia Isaenko

Short-term speed predictions exploiting big data on large urban road networks

Gaetano Fusco, Chiara Colombaroni, Natalia Isaenko · Transportation Research Part C Emerging Technologies · 2016 · 146 citations · Full text

Intelligent Traffic Management, Traffic Theory, Engineering +10

Short-term traffic predictions on large urban traffic networks: Applications of network-based machine learning models and dynamic traffic assignment models

Gaetano Fusco, Chiara Colombaroni, Luciano Comelli et al. · 2015 · 77 citations

Traffic Theory, Engineering, Machine Learning +18

Experimental analyses and clustering of travel choice behaviours by floating car big data in a large urban area

Gaetano Fusco, Agnese Bracci, Tommaso Caligiuri et al. · IET Intelligent Transport Systems · 2018 · 26 citations · Full text

Large Urban Area, Engineering, Car Data +21

Comparative analysis of implicit models for real‐time short‐term traffic predictions

Gaetano Fusco, Chiara Colombaroni, Natalia Isaenko · IET Intelligent Transport Systems · 2016 · 25 citations

A Simulation-Optimization Method for Signal Synchronization with Bus Priority and Driver Speed Advisory to Connected Vehicles

Chiara Colombaroni, Gaetano Fusco, Natalia Isaenko · Transportation research procedia · 2020 · 24 citations · Full text