Short-term traffic flow prediction with optimized Multi-kernel Support Vector Machine.
Xianyao LingXinxin FengZhonghui ChenYiwen XuHaifeng ZhengPublished in: CEC (2017)
Keyphrases
- short term
- traffic flow
- multi kernel
- long term
- support vector machine
- load forecasting
- short term prediction
- multiple kernel learning
- arima model
- travel time
- prediction accuracy
- long term memory
- short term and long term
- cellular automata
- forecasting model
- traffic light
- wind speed
- prediction model
- svm classifier
- training data
- machine learning
- multi class
- power generation
- lane change
- kernel methods
- support vector machine svm
- support vector
- feature selection
- support vector regression
- k nearest neighbor
- feature space
- gaussian kernels
- reinforcement learning
- feature extraction