Machine Learning-Based Data-Driven Traffic Flow Estimation from Mobile Data

Machine Learning-Based Data-Driven Traffic Flow Estimation from Mobile Data

Comprehensive information on traffic flow is essential for vehicular emission monitoring and traffic control. However, such information is not observable everywhere and anytime on the road because of high installation costs and malfunctions of stationary sensors. In order to compensate for stationar...

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Bibliographic Details
Main Author: Hsu, Pei-Lun
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2021
Subjects:
Intelligent transport systems
Traffic flow estimation
Machine learning
Artificial neural network
Mobile data
Intelligenta transportsystem
Estimering av trafikflöde
Maskininlärning
Artificiellt neuronnät
Mobila data
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-300712

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http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-300712

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