Modeling interestingness of streaming association rules as a benefit-maximizing classification problem.
Tolga AydinH. Altay GüvenirPublished in: Knowl. Based Syst. (2009)
Keyphrases
- association rules
- classification rules
- associative classification
- classification accuracy
- support vector
- pattern recognition
- association rule mining
- knowledge discovery
- machine learning
- associative classifiers
- itemsets
- classification scheme
- classification systems
- feature vectors
- rule sets
- automatic classification
- user defined
- classification algorithm
- decision rules
- data mining
- real time
- decision trees
- image classification
- data streams
- mining association rules
- feature extraction
- support vector machine
- training set
- class labels
- classification models
- mining algorithm
- formal concept analysis
- feature space
- genetic programming
- support vector machine svm
- machine learning algorithms
- frequent itemsets