A Hybrid Convolutional Neural Network and Support Vector Machine-Based Credit Card Fraud Detection Model

被引：0
|
作者：
Berhane, Tesfahun [1 ]
Melese, Tamiru [1 ]
Walelign, Assaye [1 ]
Mohammed, Abdu [1 ]
机构：
[1] Department of Mathematics, Bahir Dar University, Bahir Dar, Ethiopia
来源：
Mathematical Problems in Engineering | 2023年 / 2023卷
关键词：
Convolutional neural network - Credit card fraud detections - Credit card frauds - Credit card transactions - Credit cards - Detection models - Financial loss - Neural network and support vector machines - Online transaction - SVM model;
D O I：
10.1155/2023/8134627
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Comparative study on credit card fraud detection based on different support vector machines
    Li, Chenglong
    Ding, Ning
    Zhai, Yiming
    Dong, Haoyun
    [J]. INTELLIGENT DATA ANALYSIS, 2021, 25 (01) : 105 - 119
  • [22] Application of support vector machines on credit card fraud detection for new card users
    Chen, Rong-Chang
    Chen, Tung-Shou
    Chen, Lin-Ti
    Huang, Ya-Li
    Lai, Li-June
    [J]. Proceedings of the Third International Conference on Information and Management Sciences, 2004, 3 : 406 - 410
  • [23] Credit Card Fraud Detection Model-based Machine Learning Algorithms
    Idrees, Amira M.
    Elhusseny, Nermin Samy
    Ouf, Shimaa
    [J]. IAENG International Journal of Computer Science, 2024, 51 (10) : 1649 - 1662
  • [24] Credit Card Fraud Detection Model Based on LSTM Recurrent Neural Networks
    Benchaji, Ibtissam
    Douzi, Samira
    El Ouahidi, Bouabid
    [J]. JOURNAL OF ADVANCES IN INFORMATION TECHNOLOGY, 2021, 12 (02) : 113 - 118
  • [25] Detection of Credit Card Fraud using a Hybrid Ensemble Model
    Saraf, Sayali
    Phakatkar, Anupama
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (09) : 464 - 474
  • [26] Credit Card Fraud Intelligent Detection Based on Machine Learning
    Mu, Duojiao
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, BIG DATA AND ALGORITHMS (EEBDA), 2022, : 1112 - 1117
  • [27] Credit Card Fraud Detection Based on Machine and Deep Learning
    Najadat, Hassan
    Altiti, Ola
    Abu Aqouleh, Ayah
    Younes, Mutaz
    [J]. 2020 11TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION SYSTEMS (ICICS), 2020, : 204 - 208
  • [28] CARDWATCH: A neural network based database mining system for credit card fraud detection
    Aleskerov, E
    Freisleben, B
    Rao, B
    [J]. PROCEEDINGS OF THE IEEE/IAFE 1997 COMPUTATIONAL INTELLIGENCE FOR FINANCIAL ENGINEERING (CIFER), 1997, : 220 - 226
  • [29] Hybrid Model of Convolutional Neural Network and Support Vector Machine to Classify Basal Cell Carcinoma
    Angeles Rojas, Jorge Alexander
    Calderon Vilca, Hugo D.
    Tumi Figueroa, Ernesto N.
    Cuadros Ramos, Kent Jhunior
    Matos Manguinuri, Steve S.
    Calderon Vilca, Edwin F.
    [J]. COMPUTACION Y SISTEMAS, 2021, 25 (01): : 83 - 95
  • [30] Credit Card Fraud Detection using Artificial Neural Network and BackPropagation
    Dubey, Saurabh C.
    Mundhe, Ketan S.
    Kadam, Aditya A.
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 268 - 273
12345