Urban network traffic analysis, data imputation, and flow prediction based on probabilistic PCA model of traffic volume data Universiteit Gent
The growth of vehicle mobility in the past decades and increased traffic complexity leads to a need for traffic management systems, especially in large-scale urban traffic networks. The erroneous data problems are common problems that affect traffic management systems. The traffic management systems also relied on traffic prediction particularly in traffic signal control and route guidance. This paper investigated probabilistic principal ...