Associative categorization of frequent patterns based on the probabilistic graphical model.
Weiyi LiuKun YueHui LiuPing ZhangSuiye LiuQianyi WangPublished in: Frontiers Comput. Sci. (2014)
Keyphrases
- frequent patterns
- probabilistic graphical models
- graphical models
- application to image segmentation
- frequent pattern mining
- mining frequent patterns
- pattern mining
- markov networks
- first order logic
- sequential patterns
- mining algorithm
- text categorization
- conditional random fields
- tree structure
- itemsets
- association rules
- pattern growth
- discovery of frequent patterns
- exact inference
- belief propagation
- approximate inference
- data structure
- apriori algorithm
- parameter learning
- data sets
- fuzzy measures
- transactional databases
- fp tree
- random variables
- probabilistic inference
- latent variables
- hidden variables
- stereo matching
- belief functions
- bayesian networks
- machine learning