Learning Markov Blanket Bayesian Network for Big Data in MapReduce.
Yuxin CheShaohui HongDefu ZhangLiming ZhangPublished in: ICTAI (2016)
Keyphrases
- markov blanket
- big data
- bayesian networks
- cloud computing
- learning algorithm
- bayesian network classifiers
- feature selection
- structure learning algorithm
- parameter learning
- structure learning
- conditional independence
- incomplete data
- reinforcement learning
- machine learning
- real world
- graphical models
- statistical learning
- approximate inference
- supervised learning
- data mining
- causal discovery
- data sets