A Heterogeneous Ensemble Approach for Travel Time Prediction Using Hybridized Feature Spaces and Support Vector Regression.
Jawad-ur-Rehman ChughtaiIrfan Ul HaqSaif ul IslamAbdullah GaniPublished in: Sensors (2022)
Keyphrases
- support vector regression
- travel time
- prediction intervals
- regression model
- feature space
- road network
- support vector
- transportation networks
- traffic data
- kernel function
- traffic flow
- shortest path
- hybrid model
- prediction model
- forecasting accuracy
- linear regression model
- support vector classification
- support vector machine svm
- model selection
- support vector machine
- vehicle routing problem
- particle swarm optimization
- genetic algorithm
- traffic congestion
- regression method
- kernel matrix
- training set
- regression methods
- prediction error
- multi objective
- high dimensional
- objective function
- feature extraction
- neural network
- autoregressive conditional heteroscedasticity