HOBA: A novel feature engineering methodology for credit card fraud detection with a deep learning architecture

Information Sciences ◽

10.1016/j.ins.2019.05.023 ◽

2019 ◽

Cited By ~ 6

Author(s):

Xinwei Zhang ◽

Yaoci Han ◽

Wei Xu ◽

Qili Wang

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Feature Engineering ◽

Credit Card Fraud

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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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Feature engineering strategies for credit card fraud detection

Expert Systems with Applications ◽

10.1016/j.eswa.2015.12.030 ◽

2016 ◽

Vol 51 ◽

pp. 134-142 ◽

Cited By ~ 73

Author(s):

Alejandro Correa Bahnsen ◽

Djamila Aouada ◽

Aleksandar Stojanovic ◽

Björn Ottersten

Keyword(s):

Credit Card ◽

Fraud Detection ◽

Feature Engineering ◽

Credit Card Fraud

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Anomaly Credit Card Fraud Detection Using Deep Learning

Studies in Big Data - Deep Learning in Data Analytics ◽

10.1007/978-3-030-75855-4_12 ◽

2021 ◽

pp. 207-217

Author(s):

Ezz El-Din Hemdan ◽

D. H. Manjaiah

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Credit Card Fraud

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Credit Card Fraud Detection using Deep Learning

2019 IEEE 5th International Conference for Convergence in Technology (I2CT) ◽

10.1109/i2ct45611.2019.9033906 ◽

2019 ◽

Cited By ~ 1

Author(s):

Pranali Shenvi ◽

Neel Samant ◽

Shubham Kumar ◽

Vaishali Kulkarni

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Credit Card Fraud

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Credit Card Fraud Detection using Deep Learning based on Auto-Encoder and Restricted Boltzmann Machine

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2018.090103 ◽

2018 ◽

Vol 9 (1) ◽

Cited By ~ 16

Author(s):

Apapan Pumsirirat ◽

Liu Yan

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Restricted Boltzmann Machine ◽

Boltzmann Machine ◽

Credit Card Fraud

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An Efficient Real Time Model For Credit Card Fraud Detection Based On Deep Learning

Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications - SITA'18 ◽

10.1145/3289402.3289530 ◽

2018 ◽

Cited By ~ 4

Author(s):

Youness Abakarim ◽

Mohamed Lahby ◽

Abdelbaki Attioui

Keyword(s):

Deep Learning ◽

Real Time ◽

Credit Card ◽

Fraud Detection ◽

Time Model ◽

Credit Card Fraud

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Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud Detection

2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) ◽

10.1109/trustcom/bigdatase.2018.00150 ◽

2018 ◽

Cited By ~ 4

Author(s):

Yang Wang ◽

Stephen Adams ◽

Peter Beling ◽

Steven Greenspan ◽

Sridhar Rajagopalan ◽

...

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Privacy Preserving ◽

Credit Card Fraud

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Towards automated feature engineering for credit card fraud detection using multi-perspective HMMs

Future Generation Computer Systems ◽

10.1016/j.future.2019.08.029 ◽

2020 ◽

Vol 102 ◽

pp. 393-402 ◽

Cited By ~ 4

Author(s):

Yvan Lucas ◽

Pierre-Edouard Portier ◽

Léa Laporte ◽

Liyun He-Guelton ◽

Olivier Caelen ◽

...

Keyword(s):

Credit Card ◽

Fraud Detection ◽

Feature Engineering ◽

Credit Card Fraud

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A Novel Approach for Credit Card Fraud Detection Through Deep Learning

Lecture Notes on Data Engineering and Communications Technologies - Data Science and Intelligent Applications ◽

10.1007/978-981-15-4474-3_22 ◽

2020 ◽

pp. 191-200

Author(s):

Jasmin Parmar ◽

Achyut Patel ◽

Mayur Savsani

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Credit Card Fraud ◽

Novel Approach

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Analysis of Machine and Deep Learning Approaches for Credit Card Fraud Detection

Lecture Notes in Electrical Engineering - ICCCE 2020 ◽

10.1007/978-981-15-7961-5_24 ◽

2020 ◽

pp. 243-254

Author(s):

P. Divya ◽

D. Palanivel Rajan ◽

N. Selva Kumar

Keyword(s):

Deep Learning ◽

Credit Card ◽

Fraud Detection ◽

Learning Approaches ◽

Credit Card Fraud

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