Modelling of traffic situations at urban intersections with probabilistic non-parametric regression.
Quan TranJonas FirlPublished in: Intelligent Vehicles Symposium (2013)
Keyphrases
- traffic flow
- traffic congestion
- urban traffic
- traffic light
- traffic flows
- gaussian processes
- semi parametric
- regression model
- public transportation
- public transport
- transportation networks
- traffic control
- traffic management
- probabilistic model
- bayesian networks
- urban areas
- real time
- posterior probability
- traffic signal
- road traffic
- regression problems
- regression algorithm
- directed graphical models
- regression analysis
- gaussian process
- information theoretic
- generative model
- artificial neural networks
- real world
- simple linear
- regression method
- parametric models
- uncertain data
- model selection
- locally weighted
- neural network