A framework for detecting credit card fraud with cost-sensitive meta-learning ensemble approach
نویسندگان
چکیده
منابع مشابه
Combination of Ensemble Data Mining Methods for Detecting Credit Card Fraud Transactions
As we know, credit cards speed up and make life easier for all citizens and bank customers. They can use it anytime and anyplace according to their personal needs, instantly and quickly and without hassle, without worrying about carrying a lot of cash and more security than having liquidity. Together, these factors make credit cards one of the most popular forms of online banking. This has led ...
متن کاملMeta Learning Algorithms for Credit Card Fraud Detection
Due to the rapid advancement of electronic commerce technology, there is a great and dramatic increase in credit card transactions. As credit card becomes the most popular mode of payment for both online as well as regular purchase, cases of fraud associated with it are also rising; to detect credit card frauds in electronic transactions becomes the focus of risk of control of banks. The propos...
متن کاملA Novel Machine Learning Approach to Credit Card Fraud Detection
The use of credit cards is of paramount importance in improving the economic strength of any nation, however, fraudulent activities associated with it is of great concern. When fraud occurs on credit cards, the negative impact is huge as the financial loss experienced cuts across all the parties involved. This paper provides a proactive measure at detecting fraudulent activities regarding the c...
متن کاملA Novel Machine Learning Approach to Credit Card Fraud Detection
The use of credit cards is of paramount importance in improving the economic strength of any nation, however, fraudulent activities associated with it is of great concern. When fraud occurs on credit cards, the negative impact is huge as the financial loss experienced cuts across all the parties involved. This paper provides a proactive measure at detecting fraudulent activities regarding the c...
متن کاملA Novel Machine Learning Approach to Credit Card Fraud Detection
The use of credit cards is of paramount importance in improving the economic strength of any nation, however, fraudulent activities associated with it is of great concern. When fraud occurs on credit cards, the negative impact is huge as the financial loss experienced cuts across all the parties involved. This paper provides a proactive measure at detecting fraudulent activities regarding the c...
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ژورنال
عنوان ژورنال: Scientific African
سال: 2020
ISSN: 2468-2276
DOI: 10.1016/j.sciaf.2020.e00464