Discovery of Spatially Cohesive Itemsets in Three-Dimensional Protein Structures.
Cheng ZhouPieter MeysmanBoris CuleKris LaukensBart GoethalsPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2014)
Keyphrases
- itemsets
- protein structure
- frequent itemsets
- protein sequences
- pattern mining
- itemset mining
- association rules
- secondary structure
- frequent itemset mining
- data structure
- mining algorithm
- mining association rules
- condensed representations
- association rule mining
- data streams
- emerging patterns
- amino acid sequences
- pattern discovery
- nuclear magnetic resonance
- knowledge discovery
- data mining algorithms
- apriori algorithm
- amino acids
- protein structure alignment
- frequent pattern mining
- contact map
- minimum support
- interesting patterns
- pruning strategy
- frequent item sets
- protein function
- graph databases
- association patterns
- mining frequent itemsets
- constraint satisfaction
- interesting itemsets
- frequent patterns
- real world
- connected components
- web mining
- experimentally determined
- algorithms for mining association rules