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, Dauwels, Justin H. G., Asif, Muhammad Tayyab, Ashwin, Sridhar, Mitrovic, Nikola, Rasheed, Umer, Jaillet, Patrick
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2014
Online Access:http://hdl.handle.net/1721.1/86893
https://orcid.org/0000-0002-8585-6566

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