Generating automatic road network definition files for unstructured areas using a multiclass support vector machine.
Néstor MoralesJonay ToledoLeopoldo AcostaPublished in: Inf. Sci. (2016)
Keyphrases
- multi class
- road network
- support vector machine
- travel time
- shortest path
- moving objects
- multiclass problems
- feature selection
- binary classification
- multi class classification
- support vector
- multiple classes
- svm classifier
- trajectory data
- cost sensitive
- urban areas
- k nearest neighbor
- multiclass classification
- pairwise
- feature vectors
- multiclass support vector machines
- support vector machine svm
- road segments
- error correcting output codes
- multiclass learning
- multiclass svm
- perceptron algorithm
- generalization ability
- training data
- map matching
- kernel function
- binary classification problems
- multi task
- cost sensitive classification
- mixed norm
- base classifiers