Daily ETC Traffic Flow Time Series Prediction Based on k-NN and BP Neural Network.
Yanjing ChenYawei ZhaoPeng YanPublished in: ICYCSEE (2) (2016)
Keyphrases
- traffic flow
- bp neural network
- knn
- neural network model
- artificial neural networks
- k nearest neighbor
- prediction model
- neural network
- load forecasting
- road traffic
- back propagation
- traffic data
- bp neural network algorithm
- nearest neighbor
- ls svm
- generalization ability
- traffic flows
- traffic congestion
- cellular automata
- k nearest neighbour
- rbf neural network
- fault diagnosis
- recurrent neural networks
- voting methods
- support vector machine svm
- neuro fuzzy
- evaluation model
- function approximation
- feature selection
- intelligent transportation systems
- particle swarm optimization
- traffic light
- k nearest
- travel time
- multilayer perceptron
- traffic conditions
- forecasting model
- regression model
- hybrid model
- multi objective
- support vector machine
- support vector
- learning algorithm
- real time