The Role of Conditional Independence in the Evolution of Intelligent Systems.
Jory SchossauLarissa AlbantakisArend HintzePublished in: CoRR (2018)
Keyphrases
- intelligent systems
- conditional independence
- bayesian networks
- random variables
- graphical models
- computational intelligence
- structure learning
- learning bayesian networks
- probability distribution
- intelligent agents
- artificial intelligence
- axiomatic characterization
- soft computing
- expert systems
- causal models
- ambient intelligence
- directed acyclic graph
- possibility theory
- statistical independence
- chain graphs
- multi disciplinary
- ai systems
- causal discovery
- machine learning
- bayesian network structure
- conditional independencies
- hybrid intelligent systems
- genetic programming
- industrial systems
- fuzzy logic
- real time
- applied intelligence