IEEE - Institute of Electrical and Electronics Engineers, Inc. - Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction

2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC)

Author(s): Haikun Hong ; Wenhao Huang ; Xingxing Xing ; Xiabing Zhou ; Hongyu Lu ; Kaigui Bian ; Kunqing Xie
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2015
Conference Location: Las Palmas, Spain
Conference Date: 15 September 2015
Page(s): 2,262 - 2,267
ISBN (CD): 978-1-4673-6595-6
ISBN (Electronic): 978-1-4673-6596-3
ISSN (Electronic): 2153-0017
DOI: 10.1109/ITSC.2015.365
Regular:

Traffic flow prediction is a fundamental component in Intelligent Transportation Systems (ITS). Nearest neighbor based nonparametric regression method is a classic data-driven method for traffic... View More

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