Deep Learning with Non-parametric Regression Model for Traffic Flow Prediction.
Muhammad ArifGuojun WangShuhong ChenPublished in: DASC/PiCom/DataCom/CyberSciTech (2018)
Keyphrases
- regression model
- traffic flow
- deep learning
- prediction model
- prediction intervals
- gaussian process
- linear regression model
- travel time
- road traffic
- semi parametric
- model selection
- regression analysis
- multiple linear regression
- intelligent transport systems
- traffic congestion
- unsupervised learning
- traffic data
- cellular automata
- machine learning
- generalized linear models
- traffic flows
- mental models
- gaussian processes
- explanatory variables
- weakly supervised
- traffic light
- pairwise
- object recognition
- decision making
- multivariate regression
- unsupervised feature learning
- dimensionality reduction
- training set
- computer vision