Improving a Rule-based Fraud Detection System with Classification Based on Association Rule Mining.
Michaela BaumannPublished in: GI-Jahrestagung (2021)
Keyphrases
- association rule mining
- fraud detection
- data mining techniques
- classification rule mining
- associative classification
- credit card fraud detection
- association rules
- data mining
- cost sensitive
- associative classifiers
- mining algorithm
- support vector
- knowledge discovery
- frequent itemsets
- classification accuracy
- itemsets
- social network analysis
- classification rules
- transaction data
- frequent subtree mining
- machine learning
- feature space
- support vector machine
- class labels
- classification method
- rule mining
- rule discovery
- mining association rules
- credit card
- image classification
- data mining algorithms
- outlier detection
- association rule mining algorithm
- data structure
- decision trees
- data warehouse
- data mining applications
- rule sets
- feature vectors
- interesting rules
- classification algorithm
- training data
- positive and negative association rules