Handling Class Imbalance in Credit Card Fraud using Resampling Methods

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2018.091155 ◽

2018 ◽

Vol 9 (11) ◽

Author(s):

Nur Farhana Hordri ◽

Siti Sophiayati ◽

Nurulhuda Firdaus ◽

Siti Mariyam

Keyword(s):

Credit Card ◽

Class Imbalance ◽

Credit Card Fraud ◽

Resampling Methods

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Influence of Optimizing XGBoost to handle Class Imbalance in Credit Card Fraud Detection

2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT) ◽

10.1109/icssit48917.2020.9214206 ◽

2020 ◽

Author(s):

C. Victoria Priscilla ◽

D. Padma Prabha

Keyword(s):

Credit Card ◽

Class Imbalance ◽

Fraud Detection ◽

Credit Card Fraud

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Credit Card Fraud Detection: An Exploration of Different Sampling Methods to Solve the Class Imbalance Problem

Algorithms for Intelligent Systems - Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences ◽

10.1007/978-981-16-5747-4_71 ◽

2022 ◽

pp. 825-837

Author(s):

Mythili Krishnan ◽

Madhan Kumar Srinivasan

Keyword(s):

Credit Card ◽

Sampling Methods ◽

Class Imbalance ◽

Fraud Detection ◽

Class Imbalance Problem ◽

Credit Card Fraud ◽

Imbalance Problem

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A Hybrid Method with Dynamic Weighted Entropy for Handling the Problem of Class Imbalance with Overlap in Credit Card Fraud Detection

Expert Systems with Applications ◽

10.1016/j.eswa.2021.114750 ◽

2021 ◽

pp. 114750

Author(s):

Zhenchuan Li ◽

Mian Huang ◽

Guanjun Liu ◽

Changjun Jiang

Keyword(s):

Hybrid Method ◽

Credit Card ◽

Class Imbalance ◽

Fraud Detection ◽

Credit Card Fraud ◽

Weighted Entropy

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Plastic Payments: Trends In Credit Card Fraud

PsycEXTRA Dataset ◽

10.1037/e317072004-001 ◽

1997 ◽

Author(s):

Keith Slotter

Keyword(s):

Credit Card ◽

Credit Card Fraud

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The Social Security Card Application Process: Identity and Credit Card Fraud Issues

PsycEXTRA Dataset ◽

10.1037/e623692007-004 ◽

2007 ◽

Author(s):

Richard A. Ballezza

Keyword(s):

Social Security ◽

Credit Card ◽

Application Process ◽

Credit Card Fraud ◽

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Probabilistic Support Vector Regression Classification Model for Credit Card Fraud Detection

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v6i9.840843 ◽

2018 ◽

Vol 6 (9) ◽

pp. 840-843

Author(s):

Nikita Sawhney ◽

B. Kaur ◽

H. Kaur

Keyword(s):

Support Vector Regression ◽

Credit Card ◽

Fraud Detection ◽

Classification Model ◽

Support Vector ◽

Credit Card Fraud ◽

Probabilistic Support

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Application of Computational Intelligence to Identify Credit Card Fraud

2018 International Conference on Innovation in Engineering and Technology (ICIET) ◽

10.1109/ciet.2018.8660840 ◽

2018 ◽

Author(s):

Md. Nur-E-Arefin ◽

Md. Shohidul Islam

Keyword(s):

Computational Intelligence ◽

Credit Card ◽

Credit Card Fraud

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Application of GA Feature Selection on Naive Bayes, Random Forest and SVM for Credit Card Fraud Detection

2020 International Conference on Decision Aid Sciences and Application (DASA) ◽

10.1109/dasa51403.2020.9317228 ◽

2020 ◽

Author(s):

Yakub K. Saheed ◽

Moshood A. Hambali ◽

Micheal O. Arowolo ◽

Yinusa A. Olasupo

Keyword(s):

Feature Selection ◽

Random Forest ◽

Credit Card ◽

Naive Bayes ◽

Fraud Detection ◽

Naïve Bayes ◽

Credit Card Fraud

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Credit Card Fraud Prevention Using Blockchain

2021 6th International Conference for Convergence in Technology (I2CT) ◽

10.1109/i2ct51068.2021.9418192 ◽

2021 ◽

Author(s):

E.M.S.W Balagolla ◽

W.P.C Fernando ◽

R.M.N.S Rathnayake ◽

M.J.M.R.P Wijesekera ◽

A. N. Senarathne ◽

...

Keyword(s):

Credit Card ◽

Credit Card Fraud ◽

Fraud Prevention

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Credit Card Fraud Detection Using Deep Learning

2020 IEEE Recent Advances in Intelligent Computational Systems (RAICS) ◽

10.1109/raics51191.2020.9332497 ◽

2020 ◽

Author(s):

Anu Maria Babu ◽

Anju Pratap

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Credit Card Fraud

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