An efficient, versatile and scalable pattern growth approach to mine frequent patterns in unaligned protein sequences.
Kai YeWalter A. KostersAdriaan P. IJzermanPublished in: Bioinform. (2007)
Keyphrases
- protein sequences
- pattern growth
- frequent patterns
- memory efficient
- frequent pattern mining
- mining frequent patterns
- secondary structure
- pattern mining
- mining sequential patterns
- mining frequent
- sequential patterns
- frequent itemset mining
- transactional databases
- mining frequent itemsets
- protein structure
- sequential pattern mining
- mining algorithm
- amino acids
- periodic frequent patterns
- prefix tree
- association rules
- tree structure
- frequent pattern tree
- uncertain data
- interesting patterns
- fp growth
- fp tree
- itemsets
- frequent itemsets
- data structure
- sequence alignment
- frequent pattern mining algorithms
- itemset mining
- multi dimensional
- minimum support
- small number
- xml documents
- maximal frequent
- sequence databases
- apriori algorithm