Travel-time prediction using neural-network-based mixture models.
Abhishek SharmaJing ZhangDaniel NikovskiFinale Doshi-VelezPublished in: ANT/EDI40 (2023)
Keyphrases
- mixture model
- travel time
- prediction intervals
- gaussian mixture model
- em algorithm
- probabilistic model
- model selection
- road network
- density estimation
- generative model
- expectation maximization
- regression model
- traffic data
- traffic congestion
- mixture modeling
- transportation networks
- shortest path
- neural network
- language model
- vehicle routing problem
- maximum likelihood
- traffic flow
- automatic model selection
- unsupervised learning
- traffic conditions
- text classification
- probability distribution
- spatial networks
- multi objective
- bayesian networks
- image processing