An iterative hypothesis-testing strategy for pattern discovery.
Richard J. BoltonNiall M. AdamsPublished in: KDD (2003)
Keyphrases
- hypothesis testing
- pattern discovery
- likelihood ratio
- pattern mining
- association rule mining
- interesting patterns
- data analysis
- recursive partitioning
- rule discovery
- recurring patterns
- robust statistical
- pattern extraction
- statistical tests
- discovering patterns
- temporal data mining
- sequential patterns
- frequently occurring
- feature selection
- data mining
- null hypothesis
- hypothesis test
- test statistic
- likelihood ratio test
- confidence intervals
- hypothesis tests
- machine learning
- motif discovery
- contingency tables
- high dimensional
- statistically significant