Decision Trees as a Tool for Real-Time Travel Time Estimation on Highways

Autor:	Jakub Wosyka, Pavel Pribyl
Jazyk:	angličtina
Rok vydání:	2013
Předmět:	travel time estimation occupancy decision tree fcd alpr Transportation and communications HE1-9990 Science Transportation engineering TA1001-1280
Zdroj:	Communications, Vol 15, Iss 2A, Pp 11-16 (2013)
Druh dokumentu:	article
ISSN:	1335-4205 2585-7878
DOI:	10.26552/com.C.2013.2A.11-16
Popis:	This paper presents a time travel estimation model based on a decision tree. Input parameter for travel time prediction is occupancy of detectors. The proposed model was tested on the most widely used arterial in Prague and also in the Czech Republic. This road section has many unmeasured inputs and outputs and with regards to only two detectors within a section it is difficult to estimate the travel time. A temporary installation of ALPR system is used for training the decision tree model which consequently provides reliable travel time estimation.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/abd2a49551ed4e3faba6fe0cfe84cb38 Zobrazit plný text záznamu View record in DOAJ