Application and optimization of deep learning in the credit score of auto finance

被引：0
|
作者：
Wang, Zhan [1 ]
机构：
[1] ZhiXiaoWei Information Technology (Chongqing) Co., LTD, Chongqing,400000, China
来源：
Applied Mathematics and Nonlinear Sciences | 2024年 / 9卷 / 01期
关键词：
Compendex;
D O I：
10.2478/amns-2024-2485
中图分类号：
学科分类号：
摘要：
Logistic regression - Recurrent neural networks - Trees (mathematics)
引用
收藏
相关论文
共 50 条
  • [41] Financial credit risk prediction in internet finance driven by machine learning
    Ma, Xiaomeng
    Lv, Shuliang
    NEURAL COMPUTING & APPLICATIONS, 2019, 31 (12): : 8359 - 8367
  • [42] Financial credit risk prediction in internet finance driven by machine learning
    Xiaomeng Ma
    Shuliang Lv
    Neural Computing and Applications, 2019, 31 : 8359 - 8367
  • [43] Deep Learning for Real Credit Card Data
    Niimi, Ayahiko
    FUZZY SYSTEMS AND DATA MINING III (FSDM 2017), 2017, 299 : 303 - 310
  • [44] Credit Risk Prediction Using Machine Learning and Deep Learning: A Study on Credit Card Customers
    Chang, Victor
    Sivakulasingam, Sharuga
    Wang, Hai
    Wong, Siu Tung
    Ganatra, Meghana Ashok
    Luo, Jiabin
    RISKS, 2024, 12 (11)
  • [45] Using machine learning to create a credit scoring model in banking and finance
    Nhan Thi Cao
    Long Hoang Tran
    An Hoa Ton-That
    2021 IEEE ASIA-PACIFIC CONFERENCE ON COMPUTER SCIENCE AND DATA ENGINEERING (CSDE), 2021,
  • [46] Deep Learning and Machine Learning Techniques for Credit Scoring: A Review
    Wube, Hana Demma
    Esubalew, Sintayehu Zekarias
    Weldesellasie, Firesew Fayiso
    Debelee, Taye Girma
    PAN-AFRICAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PT II, PANAFRICON AI 2023, 2024, 2069 : 30 - 61
  • [47] Deep Learning Methods for Query Auto Completion
    Gupta, Manish
    Joshi, Meghana
    Agrawal, Puneet
    ADVANCES IN INFORMATION RETRIEVAL, ECIR 2023, PT III, 2023, 13982 : 341 - 348
  • [48] Deep learning meets decision trees: An application of a heterogeneous deep forest approach in credit scoring for online consumer lending
    Xia, Yufei
    Guo, Xinyi
    Li, Yinguo
    He, Lingyun
    Chen, Xueyuan
    JOURNAL OF FORECASTING, 2022, 41 (08) : 1669 - 1690
  • [49] Application of Reinforcement Learning to Stacked Autoencoder Deep Network Architecture Optimization
    Zajdel, Roman
    Kusy, Maciej
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2018, PT I, 2018, 10841 : 267 - 276
  • [50] On the performance of deep learning for numerical optimization: An application to protein structure prediction
    Rakhshani, Hojjat
    Idoumghar, Lhassane
    Ghambari, Soheila
    Lepagnot, Julien
    Brevilliers, Mathieu
    APPLIED SOFT COMPUTING, 2021, 110
12345