Reasoning with incomplete information in a multivalued multiway causal tree using the maximum entropy formalism.
Dawn E. HolmesPaul C. RhodesPublished in: Int. J. Intell. Syst. (1998)
Keyphrases
- maximum entropy
- incomplete information
- causal reasoning
- causal knowledge
- open world
- possibilistic networks
- probabilistic logic
- maximum entropy principle
- knowledge representation
- partial information
- causal networks
- knowledge base
- causal relationships
- autonomous agents
- transformation based learning
- query answering
- probabilistic reasoning
- possibility theory
- missing information
- causal models
- principle of maximum entropy
- minimum cross entropy
- conditional random fields
- first order logic
- machine learning
- multi view
- cooperative
- reasoning tasks
- directed acyclic graph
- situation calculus
- negotiation strategies
- generative model
- bayesian networks
- artificial intelligence