Breaking Through the Traffic Congestion: Asynchronous Time Series Data Integration and Xgboost for Accurate Traffic Density Prediction.
Eloi GarciaCarles SerratFatos XhafaPublished in: WSC (2023)
Keyphrases
- data integration
- traffic congestion
- traffic density
- traffic flow
- road network
- data sources
- databases
- traffic jams
- data management
- data model
- travel time
- urban areas
- data warehouse
- vehicle detection
- traffic information
- business intelligence
- information services
- traffic data
- data analysis
- multi source
- traffic signal
- traffic light
- database systems
- database
- information integration
- data sets