On Using the PC Algorithm for Learning Continuous Bayesian Networks: An Experimental Analysis.
Antonio FernándezInmaculada Pérez-BernabéAntonio SalmerónPublished in: CAEPIA (2013)
Keyphrases
- learning algorithm
- learning process
- learning speed
- learning phase
- bayesian networks
- computational complexity
- cost function
- detection algorithm
- optimization algorithm
- k means
- incremental learning
- dynamic programming
- genetic algorithm
- hidden variables
- segmentation algorithm
- simulated annealing
- worst case
- computational cost
- objective function
- em algorithm
- probabilistic model
- matching algorithm
- learning tasks
- np hard
- search space
- machine learning
- inference in bayesian networks
- structure learning algorithm