A System for Relational Probabilistic Reasoning on Maximum Entropy.
Matthias ThimmMarc FinthammerSebastian LohGabriele Kern-IsbernerChristoph BeierlePublished in: FLAIRS Conference (2010)
Keyphrases
- maximum entropy
- probabilistic reasoning
- statistical relational learning
- probabilistic logic
- bayesian networks
- maximum entropy principle
- first order logic
- default reasoning
- transformation based learning
- probabilistic inference
- constraint satisfaction
- relational databases
- markov logic networks
- belief networks
- knowledge representation
- conditional random fields
- logic programming
- relational data
- data model
- probabilistic knowledge
- minimum cross entropy
- relational learning
- conditional probabilities
- energy function
- graphical models
- training set
- expert systems
- training data
- image segmentation