Bayesian optimization of support vector machine for regression prediction of short-term traffic flow.
Dong WangChengcheng WangJianhua XiaoZhu XiaoWeiwei ChenVincent HavyarimanaPublished in: Intell. Data Anal. (2019)
Keyphrases
- short term
- traffic flow
- long term
- load forecasting
- support vector machine
- motion prediction
- support vector regression
- chaotic time series
- road traffic
- short term prediction
- support vector
- traffic flows
- traffic data
- gaussian processes
- intelligent transport systems
- short term and long term
- arima model
- cellular automata
- traffic congestion
- urban traffic
- traffic information
- stock market
- travel time
- regression model
- traffic light
- short and long term
- medium term
- forecasting model
- traffic patterns
- wind speed
- long term memory
- prediction model
- traffic conditions
- svm classifier
- incident detection
- model selection
- traffic network
- support vector machine svm
- lane change
- genetic algorithm