A Comparative Study of Credit Card Fraud Detection Using the Combination of Machine Learning Techniques with Data Imbalance Solution
2021 2nd International Conference on Computing and Data Science (CDS)(2021)
摘要
Due to the rapid spread of fraud and cybersecurity risks in digital economy, fraud detection stands as a prime issue of modern technology. However, the analysis of fraud cases is computationally difficult because, fraud cases conjure less than 0.2% of the transactions. Thus to figure out the best classification technique to use for fraud detection, this paper has conducted a thorough experimentati...
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关键词
Support vector machines,Radio frequency,Performance evaluation,Data science,Credit cards,Sampling methods,Computer security
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