Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data.
Sina DabiriChang-Tien LuKevin HeaslipChandan K. ReddyPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- deep learning
- trajectory data
- semi supervised
- gps data
- unsupervised learning
- map matching
- weakly supervised
- road network
- machine learning
- moving objects
- spatial data
- unsupervised feature learning
- moving object trajectories
- supervised learning
- road segments
- space time
- labeled data
- temporal information
- mental models
- location based services
- active learning
- computer vision
- mobile devices
- pairwise
- video sequences
- decision making