Graph-based clustering for detecting frequent patterns in event log data.
Erika SySam Ade JacobsAldo DagninoYu DingPublished in: CASE (2016)
Keyphrases
- log data
- frequent patterns
- frequent pattern mining
- mining frequent patterns
- pattern mining
- mining algorithm
- user sessions
- data mining techniques
- log files
- sequential patterns
- association rules
- tree structure
- clustering algorithm
- k means
- uncertain data
- discovery of frequent patterns
- mining frequent
- itemsets
- data structure
- interesting patterns
- sequential pattern mining
- transactional databases
- frequent itemsets
- closed patterns
- apriori algorithm
- categorical data
- pattern growth
- web access
- databases
- document clustering
- frequent pattern mining algorithms
- mining frequent itemsets
- data model
- nearest neighbor
- data mining tasks
- data sets
- data mining algorithms