Concepedia

Hybrid Methods for Credit Card Fraud Detection Using K-means Clustering with Hidden Markov Model and Multilayer Perceptron Algorithm

Stephen Gbenga Fashoto, Olumide Owolabi, Oluwafunmito Adeleye, Joshua Wandera

British Journal of Applied Science & Technology · 2015 · 21 citations · 6 references

Concepts

ComputingComputer ScienceData ScienceData MiningMachine LearningCluster DetectionDocument ClusteringFraud DetectionFraud PreventionHidden Markov ModelsText ClusteringCredit Card Fraud DetectionFraud Pattern MiningHidden Markov Model TrainingK-means ClusteringMultilayer PerceptronPerceptronPredictive Fraud Modeling

Abstract

International audience

References

6

Credit Card Fraud Detection Using Hidden Markov Model

Amit Srivastava, Anirban Kundu, Shamik Sural et al. · IEEE Transactions on Dependable and Secure Computing · 2008 · 528 citations

Computing, Computer Science, Banking +15

Credit Card Fraud Detection Using Meta-Learning: Issues and Initial Results 1

Salvatore J. Stolfo, David W. Fan, Wenke Lee et al. · 1997 · 191 citations

Computing, Computer Science, Data Science +17

Data mining application in credit card fraud detection system

Francisca Nonyelum Ogwueleka · 2011 · 101 citations · Full text

Business, Computer Science, Information Systems +10

Survey on Credit Card Fraud Detection Methods

Krishna Kumar Tripathi, Mahesh A. Pavaskar · 2012 · 34 citations

Computing, Computer Science, Finance +16

WEKA Explorer User Guide for Version 3-4

Richard Kirkby, Eibe Frank · 2007 · 26 citations

Computing, Computer Science, Information Retrieval +2