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Keyword: Traffic state prediction
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9 Pages, 1,946 KB Download PDF

Spatiotemporal Traffic State Prediction Based on Discriminatively Pre-trained Deep Neural Networks

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 678–686, 2017; DOI: 10.25046/aj020387
Abstract:

The availability of traffic data and computational advances now make it possible to build data-driven models that capture the evolution of the state of traffic along modeled stretches of road. These models are used for short-time prediction so that transportation facilities can be operated in an efficient way that guarantees a high level of service.…

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(This article belongs to the SP3 (Special issue on Recent Advances in Engineering Systems 2017) & Section Artificial Intelligence in Computer Science (CAI))

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