Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning.
Hendrik BlockeelKarsten M. BorgwardtLuc De RaedtPedro M. DomingosKristian KerstingXifeng YanPublished in: Mach. Learn. (2011)
Keyphrases
- special issue
- inductive logic programming
- statistical relational learning
- relational learning
- predicate invention
- background knowledge
- multi relational
- markov logic
- bayes net
- relational data
- markov logic networks
- stochastic logic programs
- rule learning
- relational domains
- learning algorithm
- logic programming
- learning problems
- domain knowledge
- first order logic
- supervised learning
- information extraction
- learning tasks
- knowledge discovery in databases
- probabilistic logic
- probabilistic inductive logic programming
- phase transition
- social network analysis
- graphical models
- xml documents
- reinforcement learning