IEEE - Institute of Electrical and Electronics Engineers, Inc. - Missing Value Imputation for Traffic-Related Time Series Data Based on a Multi-View Learning Method

Author(s): Linchao Li ; Jian Zhang ; Yonggang Wang ; Bin Ran
Sponsor(s): IEEE Intelligent Transportation Systems Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 11
ISSN (Electronic): 1558-0016
ISSN (Paper): 1524-9050
DOI: 10.1109/TITS.2018.2869768
Regular:

In reality, readings of sensors on highways are usually missing at various unexpected moments due to some sensor or communication errors. These missing values do not only influence the real-time... View More

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