Classification of Closed Frequent Patterns Improved by Feature Space Transformation.
Cheng Hao JinGouchol PokHi-Seok KimEun Jong ChaKeun Ho RyuPublished in: CIT (2010)
Keyphrases
- frequent patterns
- feature space
- classification accuracy
- frequent pattern mining
- pattern mining
- mining frequent patterns
- closed patterns
- mining algorithm
- training set
- high dimensionality
- itemsets
- high dimensional
- uncertain data
- feature selection
- data structure
- sequential patterns
- feature set
- mining frequent
- transactional databases
- feature extraction
- machine learning
- discovery of frequent patterns
- data sets
- discovering frequent
- support vector machine
- data points
- association rules
- maximal frequent
- interesting patterns
- sequential pattern mining
- frequent pattern tree
- frequent itemsets
- pattern growth
- apriori algorithm
- text classification
- principal component analysis
- data streams
- decision trees
- real world