Explaining mixture models through semantic pattern mining and banded matrix visualization.
Prem Raj AdhikariAnze VavpeticJan KraljNada LavracJaakko HollménPublished in: Mach. Learn. (2016)
Keyphrases
- pattern mining
- mixture model
- gaussian mixture model
- em algorithm
- generative model
- mining algorithm
- density estimation
- sequential patterns
- graph mining
- data mining
- frequent pattern mining
- probabilistic model
- model selection
- interesting patterns
- pattern discovery
- sequential pattern mining
- itemsets
- frequent patterns
- mixture modeling
- unsupervised learning
- data analysis
- subgroup discovery
- maximum likelihood
- probability density function
- language model
- expectation maximization
- data mining techniques
- feature vectors
- gaussian mixture
- decision trees
- domain driven
- closed patterns
- model based clustering
- data sets
- semantic web
- mining frequent
- real world
- bayesian networks
- metadata