Freight Vehicle Travel Time Prediction Using Sparse Gaussian Processes Regression with Trajectory Data.
Xia LiRuibin BaiPublished in: IDEAL (2016)
Keyphrases
- gaussian processes
- travel time
- trajectory data
- traffic conditions
- road network
- covariance function
- traffic management
- gaussian process models
- relevance vector machine
- travel cost
- traffic congestion
- gaussian process regression
- gaussian process
- transportation networks
- spatial networks
- traffic information
- road segments
- traffic data
- shortest path
- moving objects
- traffic flow
- urban areas
- vehicle routing problem
- regression model
- hyperparameters
- temporal information
- spatial data
- high dimensional
- model selection
- intelligent transportation systems
- multi task
- space time
- search algorithm
- video sequences
- machine learning
- data mining