Causal Reasoning for Events in Continuous Time: A Decision - Theoretic Approach.
Vanessa DidelezPublished in: ACI@UAI (2015)
Keyphrases
- causal reasoning
- causal knowledge
- causal models
- bayes net
- event detection
- directed acyclic graph
- markov chain
- qualitative simulation
- knowledge representation
- causal relationships
- special case
- markov processes
- stochastic processes
- temporal relations
- state space
- event recognition
- data sets
- temporal relationships
- temporal data
- dynamical systems
- higher order
- general purpose