Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies.
Felix WeitkämperPublished in: J. Artif. Intell. Res. (2024)
Keyphrases
- statistical relational learning
- relative frequencies
- probabilistic logic
- probabilistic reasoning
- relational learning
- inductive logic programming
- probability theory
- relational data
- markov logic networks
- multi relational
- graphical models
- belief networks
- social network analysis
- collective classification
- probability distribution
- maximum entropy
- machine learning
- knowledge representation
- prior knowledge
- artificial intelligence
- structure learning
- first order logic
- natural language
- bayesian networks