A data mining based system for credit-card fraud detection in e-tail
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[1] Corinna Cortes,et al. Communities of interest , 2001, Intell. Data Anal..
[2] Gaël Varoquaux,et al. Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..
[3] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[4] Douglas L. Reilly,et al. Credit card fraud detection with a neural-network , 1994, 1994 Proceedings of the Twenty-Seventh Hawaii International Conference on System Sciences.
[5] J. Hanley,et al. The meaning and use of the area under a receiver operating characteristic (ROC) curve. , 1982, Radiology.
[6] Wes McKinney,et al. Data Structures for Statistical Computing in Python , 2010, SciPy.
[7] K. Ramakalyani,et al. Fraud Detection of Credit Card Payment System by Genetic Algorithm , 2012 .
[8] John Elder,et al. Handbook of Statistical Analysis and Data Mining Applications , 2009 .
[9] M. Krivko,et al. A hybrid model for plastic card fraud detection systems , 2010, Expert Syst. Appl..
[10] Tej Paul Bhatla,et al. Understanding Credit Card Frauds , 2003 .
[11] Salvatore J. Stolfo,et al. Toward Scalable Learning with Non-Uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection , 1998, KDD.
[12] Anthony Brabazon,et al. Identifying online credit card fraud using Artificial Immune Systems , 2010, IEEE Congress on Evolutionary Computation.
[13] Siddhartha Bhattacharyya,et al. Data mining for credit card fraud: A comparative study , 2011, Decis. Support Syst..
[14] Joos Vandewalle,et al. A hybrid system for fraud detection in mobile communications , 1999, ESANN.
[15] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[16] Wei-Yin Loh,et al. Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..
[17] Jon T. S. Quah,et al. Real-time credit card fraud detection using computational intelligence , 2008, Expert Syst. Appl..
[18] Mark Goadrich,et al. The relationship between Precision-Recall and ROC curves , 2006, ICML.
[19] Niall M. Adams,et al. Transaction aggregation as a strategy for credit card fraud detection , 2009, Data Mining and Knowledge Discovery.
[20] Shiguo Wang,et al. A Comprehensive Survey of Data Mining-Based Accounting-Fraud Detection Research , 2010, 2010 International Conference on Intelligent Computation Technology and Automation.
[21] Kurt Hornik,et al. The support vector machine under test , 2003, Neurocomputing.
[22] Tom Fawcett,et al. An introduction to ROC analysis , 2006, Pattern Recognit. Lett..
[23] Ekrem Duman,et al. Detecting credit card fraud by genetic algorithm and scatter search , 2011, Expert Syst. Appl..
[24] Yong Hu,et al. The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature , 2011, Decis. Support Syst..
[25] Gianluca Bontempi,et al. Learned lessons in credit card fraud detection from a practitioner perspective , 2014, Expert Syst. Appl..
[26] David A. Montague. Essentials of Online payment Security and Fraud Prevention , 2010 .
[27] Tom Fawcett,et al. Adaptive Fraud Detection , 1997, Data Mining and Knowledge Discovery.
[28] Abhinav Srivastava,et al. Credit Card Fraud Detection Using Hidden Markov Model , 2008, IEEE Transactions on Dependable and Secure Computing.
[29] J. Christopher Westland,et al. Employing transaction aggregation strategy to detect credit card fraud , 2012, Expert Syst. Appl..