Is There really Anything Beyond Frequent Patterns, Classification and Clustering in Data Mining?
Vikram PudiPublished in: DASFAA (2008)
Keyphrases
- frequent patterns
- data mining
- pattern mining
- association rules
- frequent pattern mining
- discovery of frequent patterns
- mining algorithm
- mining frequent patterns
- clustering algorithm
- machine learning
- cluster analysis
- interesting patterns
- frequent pattern discovery
- outlier detection
- data mining tasks
- knowledge discovery
- uncertain data
- data mining techniques
- transaction databases
- clustering method
- sequential patterns
- discovered patterns
- sequential pattern mining
- classification method
- data mining algorithms
- association rule mining
- data mining methods
- itemsets
- frequent itemset mining
- candidate generation
- similar patterns
- data structure
- feature selection
- tree structure
- discovering frequent
- text classification
- decision trees
- closed patterns
- pattern growth
- real world
- frequent sequences
- itemset mining
- mining frequent
- associative classification
- apriori algorithm
- huge number
- graph mining
- data mining applications
- frequent itemsets
- small number
- k means
- preprocessing