CTGANBoost:基于CTGAN 与Boosting的信贷欺诈检测研究

Peiyan Zhuo; Yaona Zhang; Wei Liu; Zijin Liu; You Song

doi:10.11896/jsjkx.230600199

CTGANBoost:基于CTGAN 与Boosting的信贷欺诈检测研究

Translated title of the contribution: CTGANBoost: Credit Fraud Detection Based on CTGAN and Boosting

Peiyan Zhuo
, Yaona Zhang
, Wei Liu
, Zijin Liu
, You Song^*

^*Corresponding author for this work

School of Software

Beihang University

Research output: Contribution to journal › Article › peer-review

Abstract

In

Translated title of the contribution	CTGANBoost: Credit Fraud Detection Based on CTGAN and Boosting
Original language	Chinese (Traditional)
Article number	230600199
Journal	Computer Science
Volume	51
Issue number	6 A
DOIs	https://doi.org/10.11896/jsjkx.230600199
State	Published - 16 Jun 2024

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@article{3af894386a29470ba2937ce40ac7956c,

title = "CTGANBoost:基于CTGAN 与Boosting的信贷欺诈检测研究",

abstract = "In",

keywords = "AdaBoost, Credit fraud, Ensemble learning, Generative adversarial network, Imbalance data",

author = "Peiyan Zhuo and Yaona Zhang and Wei Liu and Zijin Liu and You Song",

year = "2024",

month = jun,

day = "16",

doi = "10.11896/jsjkx.230600199",

language = "繁体中文",

volume = "51",

journal = "Computer Science",

issn = "1002-137X",

publisher = "Editorial office of Computer Science",

number = "6 A",

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TY - JOUR

T1 - CTGANBoost:基于CTGAN 与Boosting的信贷欺诈检测研究

AU - Zhuo, Peiyan

AU - Zhang, Yaona

AU - Liu, Wei

AU - Liu, Zijin

AU - Song, You

PY - 2024/6/16

Y1 - 2024/6/16

N2 - In

AB - In

KW - AdaBoost

KW - Credit fraud

KW - Ensemble learning

KW - Generative adversarial network

KW - Imbalance data

UR - https://www.scopus.com/pages/publications/105019963517

U2 - 10.11896/jsjkx.230600199

DO - 10.11896/jsjkx.230600199

M3 - 文章

AN - SCOPUS:105019963517

SN - 1002-137X

VL - 51

JO - Computer Science

JF - Computer Science

IS - 6 A

M1 - 230600199

ER -

CTGANBoost:基于CTGAN 与Boosting的信贷欺诈检测研究

Abstract

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