Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection.
Davide CarneiroMiguel GuimarãesMiguel SousaPublished in: HIS (2020)
Keyphrases
- fraud detection
- selection strategies
- machine learning
- selection strategy
- data mining
- outlier detection
- credit card fraud detection
- cost sensitive
- network intrusion detection
- credit card
- search strategies
- social network analysis
- data mining techniques
- decision trees
- online auctions
- text classification
- intrusion detection
- knowledge discovery
- text mining
- learning algorithm
- feature selection
- data analysis
- support vector machine
- active learning
- information extraction
- data streams
- semi supervised learning
- data sets
- multi class
- databases