DeepSense: A novel learning mechanism for traffic prediction with taxi GPS traces.
Xiaoguang NiuYing ZhuXining ZhangPublished in: GLOBECOM (2014)
Keyphrases
- learning mechanism
- gps data
- prediction accuracy
- global positioning system
- road network
- traffic information
- learning algorithm
- traffic conditions
- learning capabilities
- prediction error
- learned knowledge
- prediction model
- multipath
- trajectory data
- traffic data
- real time
- learning rules
- network traffic
- learning process
- navigation systems
- data mining
- geographic information systems
- urban environments
- decision making
- artificial intelligence
- machine learning
- neural network