How to Create Better Performing Bayesian Networks: A Heuristic Approach for Variable Selection.
Esma Nur CiniciogluGülseren BüyükugurPublished in: IPMU (1) (2014)
Keyphrases
- variable selection
- bayesian networks
- markov blanket
- cross validation
- input variables
- model selection
- high dimensional
- linear models
- stochastic search
- group lasso
- dimension reduction
- high dimensional data
- simulated annealing
- graphical models
- probability distribution
- structure learning
- optimal solution
- singular value decomposition
- artificial neural networks
- data analysis
- neural network