Bayesian Support Vector Regression for traffic speed prediction with error bars

Bayesian Support Vector Regression for traffic speed prediction with error bars

Traffic prediction algorithms can help improve the performance of Intelligent Transportation Systems (ITS). To this end, ITS require algorithms with high prediction accuracy. For more robust performance, the traffic systems also require a measure of uncertainty associated with prediction data. Data...

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Bibliographic Details
Main Authors: Gopi, Gaurav (Author), Dauwels, Justin H. G. (Author), Asif, Muhammad Tayyab (Author), Ashwin, Sridhar (Author), Mitrovic, Nikola (Author), Rasheed, Umer (Author), Jaillet, Patrick (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor), Massachusetts Institute of Technology. Laboratory for Information and Decision Systems (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2014-05-09T14:04:45Z.
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