Road and travel time cross-validation for urban modelling.
Henry CrosbyTheodoros DamoulasStephen A. JarvisPublished in: Int. J. Geogr. Inf. Sci. (2020)
Keyphrases
- cross validation
- travel time
- urban areas
- transportation networks
- transport network
- road network
- public transport
- model selection
- traffic congestion
- traffic data
- shortest path
- traffic flow
- support vector
- hyperparameters
- public transportation
- traffic information
- regularization parameter
- training set
- vehicle routing problem
- cross validated
- traffic conditions
- spatial networks
- ls svm
- unseen data
- floating car data
- sample size
- evolutionary algorithm
- high dimensional
- moving objects
- error estimates
- objective function
- neural network