Using Abduction in Markov Logic Networks for Root Cause Analysis.
Joerg SchoenfischJanno von StülpnagelJens OrtmannChristian MeilickeHeiner StuckenschmidtPublished in: CoRR (2015)
Keyphrases
- markov logic networks
- root cause analysis
- structure learning
- first order logic
- probabilistic reasoning
- root cause
- statistical relational learning
- decision support
- markov networks
- logic programming
- probabilistic graphical models
- graphical models
- background knowledge
- bayesian networks
- belief propagation
- max margin
- machine learning
- statistical relational
- conditional independence
- approximate inference
- transfer learning
- decision support system
- active learning
- pairwise