Improving Fraud Detection and Concept Drift Adaptation in Credit Card Transactions Using Incremental Gradient Boosting Trees.
Baris BayramBilge KörogluMehmet GönenPublished in: ICMLA (2020)
Keyphrases
- credit card
- fraud detection
- concept drift
- data streams
- outlier detection
- credit card fraud
- transaction data
- credit card fraud detection
- non stationary
- change detection
- data mining techniques
- social network analysis
- cost sensitive
- data mining
- classification algorithm
- incremental learning
- decision trees
- intrusion detection
- ensemble learning
- data distribution
- database
- training set
- knowledge discovery