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Meghana Ashok Ganatra

2 papers indexed

crossrefRisks2024-11-04Cited by 63

Credit Risk Prediction Using Machine Learning and Deep Learning: A Study on Credit Card Customers

Victor Chang, Sharuga Sivakulasingam, Hai Wang, Siu Tung Wong, Meghana Ashok Ganatra, Jiabin Luo

The increasing population and emerging business opportunities have led to a rise in consumer spending. Consequently, global credit card companies, including banks and financial institutions, face the challenge of managing the associated credit risks. It is crucial for these insti…

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crossrefInformation2024-08-12Cited by 33

Investigating Credit Card Payment Fraud with Detection Methods Using Advanced Machine Learning

Victor Chang, Basit Ali, Lewis Golightly, Meghana Ashok Ganatra, Muhidin Mohamed

In the cybersecurity industry, where legitimate transactions far outnumber fraudulent ones, detecting fraud is of paramount significance. In order to evaluate the accuracy of detecting fraudulent transactions in imbalanced real datasets, this study compares the efficacy of two ap…

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