Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction.
Jiajian LuOffer GrembekMark HansenPublished in: CoRR (2022)
Keyphrases
- causal networks
- bayesian networks
- probability measures
- artificial neural networks
- non stationary
- function approximation
- probabilistic model
- probabilistic logic
- belief networks
- generative model
- neural network model
- neuro fuzzy
- probabilistic reasoning
- causal relationships
- uncertain data
- recurrent neural networks
- information theoretic
- ls svm
- social networks
- causal relations
- causal discovery
- causal independence