Parallel Data Mining of Bayesian Networks from Telecommunications Network Data.
Roy SterrittKenneth AdamsonMary ShapcottEdwin P. CurranPublished in: IPDPS Workshops (2000)
Keyphrases
- parallel data mining
- bayesian networks
- data mining
- conditional independence
- probabilistic model
- probabilistic reasoning
- structure learning
- expert knowledge
- inference in bayesian networks
- bayesian network structure
- incomplete data
- telecommunications industry
- bayesian belief networks
- hidden variables
- conditional probabilities
- random variables
- graphical models
- probability distribution
- learning bayesian networks
- case study
- influence diagrams
- database
- exact inference
- knowledge representation
- bayesian network classifiers
- probabilistic modeling
- bayesian network structures
- bayesian network inference
- learning algorithm
- data sets