Pseudolikelihood EM for Within-network Relational Learning.
Rongjing XiangJennifer NevillePublished in: ICDM (2008)
Keyphrases
- relational learning
- inductive logic programming
- relational data
- information extraction
- statistical relational learning
- maximum likelihood
- phase transition
- collective inference
- networked data
- gaussian processes
- parameter estimation
- network structure
- learning problems
- cross validation
- learning algorithm
- unsupervised learning
- generative model
- graphical models
- supervised learning
- probabilistic model
- data model
- relational databases