An Order-based Algorithm for Learning Structure of Bayesian Networks.
Shahab BehjatiHamid BeigyPublished in: PGM (2018)
Keyphrases
- learning algorithm
- bayesian networks
- detection algorithm
- incremental learning
- bayesian network structure
- np hard
- graph structure
- preprocessing
- optimization algorithm
- learning speed
- search space
- hidden variables
- probability distribution
- incomplete data
- supervised learning
- dynamic programming
- prior knowledge
- k means
- learning phase
- learning bayesian networks
- structure learning algorithm
- convergence rate
- tree structure
- segmentation algorithm
- maximum likelihood
- online learning
- worst case
- computational cost
- cost function
- learning process
- computational complexity