An Application of Decision Trees for Rule Extraction Towards Telecommunications Fraud Detection.
Constantinos S. HilasJohn N. SahalosPublished in: KES (2) (2007)
Keyphrases
- fraud detection
- rule extraction
- decision trees
- classification rules
- rule sets
- decision rules
- rule induction
- rough sets
- outlier detection
- cost sensitive learning
- black box
- credit card fraud detection
- data mining techniques
- cost sensitive
- fuzzy rules
- data mining
- rough set theory
- credit card
- naive bayes
- neural network
- association rules
- social network analysis
- intrusion detection
- machine learning
- decision table
- training data
- membership functions
- knowledge discovery
- bayesian networks
- computer vision
- real world
- genetic programming
- nearest neighbor
- multi class
- data mining algorithms
- expert systems
- online auctions
- feature selection
- databases