Aggregation and Population Growth: The Relational Logistic Regression and Markov Logic Cases.
David PooleDavid BuchmanSriraam NatarajanKristian KerstingPublished in: StarAI@UAI (2012)
Keyphrases
- logistic regression
- markov logic
- statistical relational learning
- support vector
- naive bayes
- decision trees
- inductive logic programming
- loss function
- first order logic
- entity resolution
- relational learning
- probabilistic graphical models
- markov networks
- web scale
- coreference resolution
- markov logic networks
- bayesian networks
- relational data
- graphical models
- integrating multiple
- belief propagation
- data mining
- natural language processing
- knowledge representation
- feature extraction
- information retrieval