Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification.
Adel BolbolTao ChengIoannis TsapakisJames HaworthPublished in: Comput. Environ. Urban Syst. (2012)
Keyphrases
- svm classification
- moving window
- gps data
- support vector machine
- support vector machine svm
- support vector
- svm classifier
- image classification
- kernel function
- classification accuracy
- road network
- multiclass classification
- multiscale analysis
- high dimensional
- trajectory data
- global positioning system
- classification method
- image analysis
- route planning
- transportation networks
- learning algorithm