Time-Aware Multivariate Nearest Neighbor Regression Methods for Traffic Flow Prediction.
Pietro Dell'AcquaFrancesco BellottiRiccardo BertaAlessandro De GloriaPublished in: IEEE Trans. Intell. Transp. Syst. (2015)
Keyphrases
- traffic flow
- regression methods
- regression model
- nearest neighbor
- prediction model
- linear regression
- intelligent transport systems
- regression method
- cellular automata
- traffic data
- road traffic
- traffic flows
- knn
- travel time
- traffic congestion
- traffic information
- regression analysis
- logistic regression
- traffic light
- high dimensional
- k nearest neighbor
- traffic patterns
- traffic network
- lane change
- support vector regression
- model selection
- training set
- data points
- partial least squares
- data mining
- support vector machine
- artificial neural networks
- genetic algorithm