Cluster Analysis of Vehicle Measurement Data for Improved Understanding of Behavior in Urban and Highway Environments.
Adrian SonkaSilvia ThalRoman HenzeKelly BeernaertUlrich LagesPublished in: IV (2020)
Keyphrases
- cluster analysis
- measurement data
- categorical data
- clustering method
- clustering algorithm
- data clustering
- unsupervised learning
- data mining
- k means
- data analysis
- traffic safety
- data mining techniques
- traffic congestion
- factor analysis
- cluster validity
- hierarchical latent class models
- traffic accidents
- correlation analysis
- fuzzy clustering
- fuzzy c means
- clustering analysis
- computer vision
- machine learning
- decision making
- information retrieval
- real world
- partitional clustering
- latent class models
- data sets