Traffic congestion and travel time prediction based on historical congestion maps and identification of consensual days
- 1 mars 2021
- Envoyé par : Citec
- Catégorie: Publication
In this paper, a new practice-ready method for the real-time estimation of traffic conditions and travel times on highways is introduced. First, after a principal component analysis, observation days of a historical dataset are clustered. Two different methods are compared: a Gaussian Mixture Model and a k-means algorithm.