iOOBN: A Bayesian Network Modelling Tool Using Object Oriented Bayesian Networks with Inheritance.
Md. SamiullahThao Xuan HoangDavid W. AlbrechtAnn E. NicholsonKevin B. KorbPublished in: ICTAI (2017)
Keyphrases
- bayesian networks
- object oriented
- object oriented databases
- relational databases
- learning bayesian networks
- conditional independence
- programming language
- data model
- probabilistic reasoning
- graphical models
- inference in bayesian networks
- probabilistic inference
- structure learning
- probability distribution
- probabilistic model
- bayesian network structure
- object oriented programming
- bayesian network inference
- multiple inheritance
- object oriented languages
- expert knowledge
- random variables
- database schema
- knowledge representation
- database design
- context specific independence
- cost based abduction
- query language
- diagnostic reasoning
- causal discovery
- bayesian network classifiers
- exact inference
- software engineering
- naive bayes
- conceptual model
- conditional probabilities
- causal relationships
- markov networks
- database
- incomplete data
- structure learning algorithm
- bayesian network learning
- approximate inference
- structural learning
- variable elimination
- parameter learning
- object oriented database systems
- dynamic bayesian networks
- hidden variables
- influence diagrams
- databases