Relational data pre-processing techniques for improved securities fraud detection.
Andrew S. FastLisa FriedlandMarc E. MaierBrian J. TaylorDavid D. JensenHenry G. GoldbergJohn KomoroskePublished in: KDD (2007)
Keyphrases
- fraud detection
- relational data
- preprocessing
- outlier detection
- relational databases
- relational learning
- data mining techniques
- credit card fraud detection
- credit card
- social network analysis
- cost sensitive
- data mining
- structured data
- relational clustering
- relational classification
- multi type
- intrusion detection
- xml documents
- statistical relational learning
- data objects
- xml data
- relational models
- training set
- feature space
- metadata
- learning algorithm