Analysis of Spatiotemporal Data Imputation Methods for Traffic Flow Data in Urban Networks

Analysis of Spatiotemporal Data Imputation Methods for Traffic Flow Data in Urban Networks

The increase in traffic in cities world-wide has led to a need for better traffic management systems in urban networks. Despite the advances in technology for traffic data collection, the collected data are still suffering from significant issues, such as missing data, hence the need for data imputa...

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Bibliographic Details
Main Authors: Endra Joelianto, Muhammad Farhan Fathurrahman, Herman Yoseph Sutarto, Ivana Semanjski, Adiyana Putri, Sidharta Gautama
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:ISPRS International Journal of Geo-Information
Subjects:
urban traffic network
data imputation
spatiotemporal analysis
probabilistic PCA
traffic management
Online Access:https://www.mdpi.com/2220-9964/11/5/310

Internet

https://www.mdpi.com/2220-9964/11/5/310

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