A hybrid model using logistic regression and wavelet transformation to detect traffic incidents

A hybrid model using logistic regression and wavelet transformation to detect traffic incidents

This research paper investigates a hybrid model using logistic regression with a wavelet-based feature extraction for detecting traffic incidents. A logistic regression model is suitable when the outcome can take only a limited number of values. For traffic incident detection, the outcome is limited...

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Bibliographic Details
Main Authors: Shaurya Agarwal, Pushkin Kachroo, Emma Regentova
Format: Article
Language:English
Published: Elsevier 2016-07-01
Series:IATSS Research
Subjects:
Incident detection
Wavelet analysis
Logistic regression
Online Access:http://www.sciencedirect.com/science/article/pii/S0386111216300139

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http://www.sciencedirect.com/science/article/pii/S0386111216300139

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