Title
Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation.
Abstract
Traffic speed data imputation is a fundamental challenge for data-driven transport analysis. In recent years, with the ubiquity of GPS-enabled devices and the widespread use of crowdsourcing alternatives for the collection of traffic data, transportation professionals increasingly look to such user-generated data for a good deal of analysis, planning, and decision support applications. However, du...
Year
DOI
Venue
2019
10.1109/TITS.2018.2817879
IEEE Transactions on Intelligent Transportation Systems
Keywords
DocType
Volume
Gaussian processes,Data models,Uncertainty,Probes,Bayes methods,Roads,Predictive models
Journal
20
Issue
ISSN
Citations 
2
1524-9050
6
PageRank 
References 
Authors
0.56
0
3
Name
Order
Citations
PageRank
Filipe Rodrigues1505.28
Kristian Henrickson260.56
Francisco C. Pereira333133.07