Knowledge Discovery from Constrained Relational Data: A Tutorial on Markov Logic Networks.
Marcus SpiesPublished in: eBISS (2012)
Keyphrases
- relational data
- statistical relational learning
- knowledge discovery
- markov logic networks
- relational domains
- collective classification
- relational databases
- relational learning
- relational models
- structure learning
- structured data
- first order logic
- databases
- markov logic
- xml data
- xml documents
- probabilistic reasoning
- data mining
- data objects
- multi relational
- probabilistic graphical models
- relational structures
- markov networks
- max margin
- bayesian networks
- database
- inductive logic programming
- probabilistic logic
- data model