IEEE - Institute of Electrical and Electronics Engineers, Inc. - Comparison between Partial Least Squares Regression and Support Vector Machine for Freeway Incident Detection

2007 IEEE Intelligent Transportation Systems Conference

Author(s): Wei Wang ; Shuyan Chen ; Gaofeng Qu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2007
Conference Location: Seattle, WA, USA
Conference Date: 30 September 2007
Page(s): 190 - 195
ISBN (CD): 978-1-4244-1396-6
ISBN (Paper): 978-1-4244-1395-9
DOI: 10.1109/ITSC.2007.4357653
Regular:

This paper presents the development of automatic incident detection (AID) models based on the partial least squares regression (PLSR), and compare it with support vector machine classifier which... View More

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