2016 · 34 citations · 12 references
BusinessComputer ScienceInformation SystemsData MiningMachine LearningStochastic ModelingFraud DetectionFraud PreventionHidden Markov ModelsMarkov ChainsMarkov ProcessesOnline FraudCredit Card Fraud DetectionPayment
The most accepted payment mode is credit card for both online and offline in today's world, it provides cashless shopping at every shop in all countries. It will be the most convenient way to do online shopping, paying bills etc. Hence, risks of fraud transaction using credit card has also been increasing. In the existing credit card fraud detection business processing system, fraudulent transaction will be detected after transaction is done. It is difficult to find out fraudulent and regarding loses will be barred by issuing authorities. Hidden Markov Model is the statistical tools for engineer and scientists to solve various problems. In this paper, it is shown that credit card fraud can be detected using Hidden Markov Model during transactions. Hidden Markov Model helps to obtain a high fraud coverage combined with a low false alarm rate.
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Finding groups in data: an introduction to cluster analysis
Choice Reviews Online · 1991 · 10.6K citations
Cost-based modeling for fraud and intrusion detection: results from the JAM project
Salvatore J. Stolfo, Wei Fan, Wenke Lee et al. · 2002 · 611 citations · Full text
Identifying the signs of fraudulent accounts using data mining techniques
Shing‐Han Li, David C. Yen, Wenhui Lu et al. · Computers in Human Behavior · 2012 · 516 citations · Full text