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AI-Based Transportation Planning and Operation

dc.contributor.editorSohn, Keemin
dc.date.accessioned2021-05-01T15:11:54Z
dc.date.available2021-05-01T15:11:54Z
dc.date.issued2021
dc.identifierONIX_20210501_9783036503646_268
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/68522
dc.description.abstractThe purpose of this Special Issue is to create an an academic platform whereby high-quality research papers are published on the applications of innovative AI algorithms to transportation planning and operation. The authors present their original research articles related to the applications of AI or machine-learning techniques to transportation planning and operation. The topics of the articles encompass traffic surveillance, traffic safety, vehicle emission reduction, congestion management, traffic speed forecasting, and ride sharing strategy.
dc.languageEnglish
dc.subject.classificationthema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technologyen_US
dc.subject.otherautoencoder
dc.subject.otherdeep learning
dc.subject.othertraffic volume
dc.subject.othervehicle counting
dc.subject.otherCycleGAN
dc.subject.otherbottleneck and gridlock identification
dc.subject.othergridlock prediction
dc.subject.otherurban road network
dc.subject.otherlong short-term memory
dc.subject.otherlink embedding
dc.subject.othertraffic speed prediction
dc.subject.othertraffic flow centrality
dc.subject.otherreachability analysis
dc.subject.otherspatio-temporal data
dc.subject.otherartificial neural network
dc.subject.othercontext-awareness
dc.subject.otherdynamic pricing
dc.subject.otherreinforcement learning
dc.subject.otherridesharing
dc.subject.othersupply improvement
dc.subject.othertaxi
dc.subject.otherpreventive automated driving system
dc.subject.otherautomated vehicle
dc.subject.othertraffic accidents
dc.subject.otherdeep neural networks
dc.subject.othervehicle GPS data
dc.subject.otherdriving cycle
dc.subject.othermicro-level vehicle emission estimation
dc.subject.otherlink emission factors
dc.subject.otherMOVES
dc.subject.otherblack ice
dc.subject.otherCNN
dc.subject.otherprevention
dc.titleAI-Based Transportation Planning and Operation
dc.typebook
oapen.identifier.doi10.3390/books978-3-0365-0365-3
oapen.relation.isPublishedBy46cabcaa-dd94-4bfe-87b4-55023c1b36d0
oapen.relation.isbn9783036503646
oapen.relation.isbn9783036503653
oapen.pages124
oapen.place.publicationBasel, Switzerland


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