Improving the Applicability of the Ranked Nodes Method to build Expert-Driven Bayesian Networks (S).
João NunesLuiz SilvaMirko Barbosa PerkusichKyller Costa GorgônioHyggo Oliveira de AlmeidaAngelo PerkusichPublished in: SEKE (2019)
Keyphrases
- bayesian networks
- high accuracy
- detection method
- preprocessing
- computational complexity
- pairwise
- significant improvement
- cost function
- synthetic data
- high precision
- experimental evaluation
- classification accuracy
- probabilistic model
- classification method
- missing data
- support vector machine
- network structure
- parameter estimation
- input data
- edge detection
- decision trees
- similarity measure