Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization.
Prem Raj AdhikariAnze VavpeticJan KraljNada LavracJaakko HollménPublished in: Discovery Science (2014)
Keyphrases
- pattern mining
- mixture model
- gaussian mixture model
- em algorithm
- density estimation
- frequent pattern mining
- mining algorithm
- probabilistic model
- data mining
- generative model
- graph mining
- expectation maximization
- interesting patterns
- pattern discovery
- model selection
- unsupervised learning
- frequent patterns
- language model
- data mining techniques
- sequential patterns
- sequential pattern mining
- itemsets
- data analysis
- maximum likelihood
- domain driven
- subgroup discovery
- closed patterns
- automatic model selection
- probability density function
- graph patterns
- data structure
- mixture modeling
- semantic web
- text mining
- machine learning