02620nam 2200397 450 991058334970332120230120002942.00-12-817027-1(CKB)4100000007186394(MiAaPQ)EBC5609141(EXLCZ)99410000000718639420181222d2019 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierData-driven solutions to transportation problems /edited by Yinhai Wang, Ziqiang ZengAmsterdam, Netherlands :Elsevier,[2019]©20191 online resource (302 pages) illustrations0-12-817026-3 1. Overview of data-driven solutions -- 2. Data-driven energy efficient driving control in connected vehicle environment -- 3. Machine learning and computer vision-enabled traffic sensing data analysis and quality enhancement -- 4. Data-driven approaches for estimating travel time reliability -- 5. Urban travel behavior study based on data fusion model -- 6. Urban travel mobility exploring with large-scale trajectory data -- 7. Public transportation big data mining and analysis -- 8. Simulation-based optimization for network modeling with heterogeneous data -- 9. Network modelling and resilience analysis of air transportation : a data-driven, open-source approach -- 10. Health assessment of electric multiple units.Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under connected vehicle environments, urban travel behavior, trajectory data-based travel pattern identification, public transportation analysis, traffic signal control efficiency, optimizing traffic networks network, and much more.TransportationMathematical modelsTransportationMathematical models.388.015118Wang YinhaiZeng Ziqiang(Assistant professor),MiAaPQMiAaPQMiAaPQBOOK9910583349703321Data-driven solutions to transportation problems2019420UNINA