Financial Forecasting Method for Generative Adversarial Networks Based on Multi-model Fusion

被引:0
|
作者
Lin, Pei-Guang [1 ]
Li, Qing-Tao [1 ]
Zhou, Jia-Qian [1 ]
Wang, Ji-Hou [1 ]
Jian, Mu-Wei [1 ]
Zhang, Chen [1 ]
机构
[1] Department of Computer Science and Technology, Shandong University of Finance and Economics, Jinan,250014, China
来源
Journal of Computers (Taiwan) | 2023年 / 34卷 / 01期
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Convolution - Convolutional neural networks - Financial markets - Generative adversarial networks - International trade - Investments - Long short-term memory - Multilayer neural networks - Personnel training - Principal component analysis - Wavelet transforms
引用
收藏
页码:131 / 144
相关论文
共 50 条
  • [41] Fin-GAN: forecasting and classifying financial time series via generative adversarial networks
    Vuletic, Milena
    Prenzel, Felix
    Cucuringu, Mihai
    QUANTITATIVE FINANCE, 2024, 24 (02) : 175 - 199
  • [42] Multi-polarization fusion generative adversarial networks for clear underwater imaging
    Ding, Xueyan
    Wang, Yafei
    Fu, Xianping
    OPTICS AND LASERS IN ENGINEERING, 2022, 152
  • [43] HyperGAN: A Hyperspectral Image Fusion Approach Based on Generative Adversarial Networks
    Wang, Jing
    Zhu, Xu
    Jing, Linhai
    Tang, Yunwei
    Li, Hui
    Xiao, Zhengqing
    Ding, Haifeng
    REMOTE SENSING, 2024, 16 (23)
  • [44] The Fusion of Unmatched Infrared and Visible Images Based on Generative Adversarial Networks
    Zhao, Yuqing
    Fu, Guangyuan
    Wang, Hongqiao
    Zhang, Shaolei
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [45] Multi-model Forecasting for Finance
    Pellattiero, Daniel Jader
    Candelieri, Antonio
    MATHEMATICAL AND STATISTICAL METHODS FOR ACTUARIAL SCIENCES AND FINANCE, MAF2024, 2024, : 248 - 254
  • [46] Forecasting Taxi Demands Using Generative Adversarial Networks with Multi-Source Data
    Naji, Hasan A. H.
    Xue, Qingji
    Zhu, Huijun
    Li, Tianfeng
    APPLIED SCIENCES-BASEL, 2021, 11 (20):
  • [47] Multi-Focus Image Fusion Based on Generative Adversarial Network
    Jiang L.
    Zhang D.
    Pan B.
    Zheng P.
    Che L.
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2021, 33 (11): : 1715 - 1725
  • [48] Power Grid Material Demand Forecasting Based on Pearson Feature Selection and Multi-Model Fusion
    Dai, Zhou
    Wang, Gang
    Bian, Ruien
    Deng, Chaozhi
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [49] SHORT-TERM FORECASTING OF MULTIVARIATE LOAD BASED ON DIGITAL TWIN AND MULTI-MODEL FUSION
    Feng, Jiawei
    Wang, Haixin
    Yang, Zihao
    Chen, Zhe
    Li, Yunlu
    Yang, Junyou
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 45 (10): : 97 - 106
  • [50] Nonlinear adaptive control based on RBF networks and multi-model method
    Chen, XH
    Gao, F
    Qian, JX
    PROCEEDINGS OF THE 1997 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1997, : 1563 - 1567