Identifying Modes of Driving Railway Trains from GPS Trajectory Data: An Ensemble Classifier-Based Approach.
Han ZhengZanyang CuiXingchen ZhangPublished in: ISPRS Int. J. Geo Inf. (2018)
Keyphrases
- trajectory data
- ensemble classifier
- gps data
- traffic management
- map matching
- ensemble learning
- traffic conditions
- road network
- space time
- moving object trajectories
- road segments
- spatial data
- moving objects
- temporal information
- random forest
- concept drift
- ensemble methods
- feature selection
- base classifiers
- location based services
- support vector machine
- decision trees
- preprocessing step
- mobile devices
- fusion method
- class specific
- classification models
- machine learning methods
- support vector
- training data