Federated Bayesian Network Ensembles.
Florian Van DaalenLianne IppelAndre DekkerIñigo BermejoPublished in: FMEC (2023)
Keyphrases
- bayesian networks
- ensemble learning
- learning bayesian networks
- ensemble methods
- bayesian network structure
- probabilistic inference
- decision trees
- inference in bayesian networks
- bayesian network classifiers
- structure learning
- conditional independence
- probability distribution
- random variables
- incomplete data
- conditional probabilities
- graphical models
- probabilistic model
- data sources
- digital libraries
- bayesian network inference
- probabilistic reasoning
- bayesian network learning
- structural learning
- hidden variables
- probabilistic networks
- parameter learning
- causal relationships
- weighted voting
- random forests
- distributed data
- markov blanket
- federated databases
- data sets
- training data
- learning algorithm