Speeding-up structured probabilistic inference using pattern mining.
Lionel TortiChristophe GonzalesPierre-Henri WuilleminPublished in: Int. J. Approx. Reason. (2013)
Keyphrases
- probabilistic inference
- pattern mining
- graphical models
- bayesian networks
- graph mining
- pattern discovery
- conditional probabilities
- frequent pattern mining
- weighted model counting
- data mining
- frequent patterns
- itemsets
- belief networks
- sequential patterns
- data mining techniques
- message passing
- subgroup discovery
- closed patterns
- probabilistic model
- real world
- domain driven
- multi dimensional
- data analysis
- belief propagation
- periodic patterns
- databases