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)

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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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