Semi-supervised GANs to Infer Travel Modes in GPS Trajectories.
Ali YazdizadehZachary PattersonBilal FarooqPublished in: CoRR (2019)
Keyphrases
- semi supervised
- trajectory data
- semi supervised learning
- road segments
- gps data
- labeled data
- pairwise
- supervised learning
- route planning
- unlabeled data
- navigation systems
- unsupervised learning
- global positioning system
- map matching
- active learning
- moving objects
- road network
- multi view
- mobile devices
- pairwise constraints
- urban environments
- co training
- metric learning
- label propagation
- location based services
- position information
- travel planning
- trajectories of moving objects
- feature selection
- moving object trajectories
- wifi
- aerial images
- motion patterns
- spatio temporal