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Traffic flow prediction based on hybrid model using double exponential smoothing and support vector machine.
Jinjun Tang
Guangning Xu
Yinhai Wang
Hua Wang
Shen Zhang
Fang Liu
Published in:
ITSC (2013)
Keyphrases
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hybrid model
exponential smoothing
traffic flow
support vector machine
forecasting accuracy
demand forecasting
arima model
autoregressive integrated moving average
support vector regression
prediction model
support vector machine svm
moving average
intelligent transport systems
road traffic
artificial neural networks
traffic flows
traffic congestion
travel time
hybrid models
cellular automata
traffic network
support vector
traffic data
feature vectors
traffic information
regression model
feature selection
traffic light
short term
training data
machine learning
neural network
supply chain
feature space
training set
kernel function
ls svm
decision trees
computer vision
genetic algorithm
non stationary
k nearest neighbor