Applying Hybrid Lstm-Gru Model Based on Heterogeneous Data Sources for Traffic Speed Prediction in Urban Areas.
Noureen ZafarIrfan Ul HaqJawad-ur-Rehman ChughtaiOmair ShafiqPublished in: Sensors (2022)
Keyphrases
- urban areas
- heterogeneous data sources
- traffic congestion
- traffic network
- data integration
- travel time
- aerial images
- data sources
- traffic flow
- high resolution satellite images
- traffic conditions
- geographic information systems
- traffic data
- remote sensing images
- network traffic
- satellite images
- heterogeneous data
- databases
- road network
- genetic algorithm
- traffic management
- relational databases
- image sequences
- shortest path
- transportation networks
- neural network