Learning Bayesian Networks Structures from Incomplete Data: An Efficient Approach Based on Extended Evolutionary Programming.
Xiao-Lin LiXiangdong HeSenmiao YuanPublished in: PAKDD (2005)
Keyphrases
- learning bayesian networks
- incomplete data
- evolutionary programming
- missing data
- bayesian networks
- global optimization
- missing values
- artificial immune system
- evolution strategy
- particle swarm optimization
- em algorithm
- statistical data
- step size
- differential evolution
- mutation operator
- conditional independence
- global search
- structure learning
- cost function
- nearest neighbor
- image processing
- database
- evolutionary process
- genetic algorithm
- data sets