Probabilistic Modeling of Failure Dependencies Using Markov Logic Networks.
Shalini GhoshWilfried SteinerGrit DenkerPatrick LincolnPublished in: PRDC (2013)
Keyphrases
- probabilistic modeling
- markov logic networks
- structure learning
- probabilistic model
- bayesian networks
- parameter learning
- markov networks
- probabilistic reasoning
- graphical models
- statistical relational learning
- bayesian inference
- first order logic
- probabilistic graphical models
- max margin
- belief propagation
- conditional independence
- generative model
- probabilistic inference
- prior information
- maximum margin
- parameter estimation
- text categorization
- pairwise