Detection of fraudulent credit card transactions: A comparative analysis of data sampling and classification techniques

INIS

• classification 100%
• detection 100%
• sampling 100%
• data analysis 100%
• fraud 100%
• credit cards 100%
• data 75%
• machine learning 75%
• datasets 50%
• performance 25%
• increasing 25%
• losses 25%
• precision 25%
• availability 25%
• algorithms 25%
• vectors 25%
• randomness 25%
• forests 25%

Computer Science

• Classification Technique 100%
• Data Analysis 100%
• Comparative Analysis 100%
• Sampling Technique 100%
• Classification Models 50%
• Machine Learning Algorithm 50%
• Random Decision Forest 50%
• Machine Learning Approach 50%
• Research Problem 50%
• classification result 50%
• Support Vector Machine 50%
• Logistic Regression 50%
• Fraud Detection 50%
• Machine Learning 50%
• Learning System 50%

Mathematics

• Sampling Data 100%
• Credit Card 100%
• Unbalanced Data 50%
• Oversampling 50%
• Logistic Regression 25%
• Nearest Neighbor 25%
• Fraud Detection 25%
• Sampling Technique 25%
• Support Vector Machine 25%