A k-nearest neighbor locally weighted regression method for short-term traffic flow forecasting.
Shuangshuang LiZhen ShenGang XiongPublished in: ITSC (2012)
Keyphrases
- short term
- regression method
- traffic flow
- k nearest neighbor
- knn
- long term
- linear regression
- nearest neighbor
- forecasting model
- support vector machine
- load forecasting
- regression model
- text categorization
- travel time
- least squares
- neural network
- support vector machine svm
- feature selection
- arima model
- text classification
- wind speed
- regression problems
- wind power
- naive bayes
- support vector regression
- input space
- kernel function
- training set
- support vector
- reinforcement learning
- genetic algorithm