Gradient-based boosting for statistical relational learning: The relational dependency network case.
Sriraam NatarajanTushar KhotKristian KerstingBernd GutmannJude W. ShavlikPublished in: Mach. Learn. (2012)
Keyphrases
- statistical relational learning
- collective classification
- relational learning
- relational data
- inductive logic programming
- graphical models
- multi relational
- link prediction
- relational classification
- social network analysis
- markov logic networks
- relational domains
- probabilistic reasoning
- network structure
- probabilistic logic
- bayesian networks
- markov networks
- probabilistic inductive logic programming
- complex networks
- probabilistic graphical models
- structure learning
- structured data
- information retrieval