Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression.
Fabian MoerchenMichael ThiesAlfred UltschPublished in: Knowl. Inf. Syst. (2011)
Keyphrases
- knowledge discovery
- closed itemsets
- association rule mining
- association rules
- support vector
- frequent itemsets
- data mining
- frequent closed itemsets
- machine learning
- itemsets
- text mining
- itemset mining
- closed frequent itemsets
- data mining applications
- data mining techniques
- training set
- support vector machine
- decision trees
- web mining
- pattern mining
- data preparation
- frequent itemset mining
- data mining tasks
- databases
- mining algorithm
- data mining algorithms
- supervised learning
- data mining methods
- interesting patterns
- huge number
- sliding window
- nearest neighbor
- preprocessing
- data sets
- dense datasets
- mining frequent closed itemsets