Optimizing Machine Learning Data Pre-Processing for Financial Fraud Detection.
Matthew BowerRajesh GodasuNicholas B. N. NyakundiShawn M. ReynoldsPublished in: EIT (2024)
Keyphrases
- fraud detection
- data pre processing
- data mining
- machine learning
- data analysis
- data mining techniques
- data preparation
- outlier detection
- preprocessing
- data mining process
- credit card
- cost sensitive
- feature selection
- knowledge discovery
- decision tree algorithm
- social network analysis
- intrusion detection
- knowledge discovery in databases
- real world
- text mining
- pattern extraction
- model selection
- support vector machine
- decision trees
- financial institutions
- data mining algorithms
- dimension reduction
- data quality
- association rules
- learning algorithm
- text classification