Locally kernel regression adapting with data distribution in prediction of traffic flow.
Lei HanMeng ShuaiKunqing XieGuojie SongXiujun MaPublished in: Geoinformatics (2010)
Keyphrases
- data distribution
- traffic flow
- kernel regression
- road traffic
- regression model
- intelligent transport systems
- data streams
- nadaraya watson
- traffic congestion
- traffic data
- parameter optimization
- traffic flows
- cellular automata
- high dimensional data
- traffic light
- data points
- index structure
- travel time
- regression methods
- linear regression
- road safety
- data sets
- nearest neighbor
- management system
- lane change
- data analysis