Root Cause Analysis through Abduction in Markov Logic Networks.
Joerg SchoenfischJanno von StülpnagelJens OrtmannChristian MeilickeHeiner StuckenschmidtPublished in: EDOC (2016)
Keyphrases
- root cause analysis
- markov logic networks
- structure learning
- root cause
- decision support
- first order logic
- statistical relational learning
- probabilistic reasoning
- markov networks
- probabilistic graphical models
- logic programming
- graphical models
- background knowledge
- statistical relational
- probability distribution
- learning algorithm
- random variables
- decision makers
- max margin
- pairwise
- machine learning
- data mining