A Prediction Model of CNN-TLSTM for USD/CNY Exchange Rate Prediction

被引：0
|
作者：
Wang, Jingyang [1 ]
Wang, Xiaoxiao [1 ]
Li, Jiazheng [1 ]
Wang, Haiyao [2 ]
机构：
[1] School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, China
[2] School of Mechatronics, Xiamen Ocean Vocational College, Xiamen, China
来源：
IEEE Access | 2021年 / 9卷
关键词：
461.1 Biomedical Engineering - 723.5 Computer Applications - 922.2 Mathematical Statistics;
D O I：
9431182
中图分类号：
学科分类号：
摘要：
Long short-term memory
引用
收藏
页码：73346 / 73354
相关论文
共 50 条
  • [21] The influence of USD/CNY foreign exchange rate, RMB NEER and spatial effects on China's foreign trade
    Wang, Hua
    Zhu, Junjun
    CHINA FINANCE REVIEW INTERNATIONAL, 2016, 6 (03) : 304 - 318
  • [22] Layered Exchange Rate Prediction Model Based on LSTM
    Hu, Chenhe
    Zheng, Kai
    Liu, Li
    2020 5TH INTERNATIONAL CONFERENCE ON MATHEMATICS AND ARTIFICIAL INTELLIGENCE (ICMAI 2020), 2020, : 124 - 127
  • [23] Moving Average influence on the prediction of the EUR/USD exchange rate using the Radial Basis Function Network
    Sedek, Pavel
    33RD INTERNATIONAL CONFERENCE MATHEMATICAL METHODS IN ECONOMICS (MME 2015), 2015, : 782 - 786
  • [24] Cross-correlation and forecast impact of public attention on USD/CNY exchange rate: Evidence from Baidu Index
    Lin, Yong
    Wang, Renyu
    Gong, Xingyue
    Jia, Guozhu
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 604
  • [25] USD to INR Exchange Rate Prediction: A Deep Learning Approach for Forecasting Currency Exchange Rates Using Different Techniques of LSTM
    Vibhute, Mrunal
    Mote, Shreya
    Pimprale, Varsha
    PROCEEDINGS OF NINTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, ICICT 2024, VOL 3, 2024, 1013 : 305 - 316
  • [26] NONPARAMETRIC EXCHANGE-RATE PREDICTION
    DIEBOLD, FX
    NASON, JA
    JOURNAL OF INTERNATIONAL ECONOMICS, 1990, 28 (3-4) : 315 - 332
  • [27] Fundamentals and Exchange Rate Prediction Revisited
    Wang, Yi-Chiuan
    Wu, Jyh-Lin
    JOURNAL OF MONEY CREDIT AND BANKING, 2015, 47 (08) : 1651 - 1671
  • [28] Modeling and Prediction of the CNY Exchange Rates Using RBF Neural Networks versus GARCH Models
    Liu, Zhaocheng
    Liu, Xiyu
    Zheng, Ziran
    QUANTUM, NANO, MICRO AND INFORMATION TECHNOLOGIES, 2011, 39 : 375 - 382
  • [29] Multi Scale Nonlinear Ensemble Model for Foreign Exchange Rate Prediction
    He, Kaijian
    Xie, Chi
    Lai, Kin Keung
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 7, PROCEEDINGS, 2008, : 43 - +
  • [30] FORECASTING EXCHANGE RATE OF SAR/CNY BY INCORPORATING MEMORY AND STOCHASTIC VOLATILITY INTO GBM MODEL
    Abbas, Anas
    Alhagyan, Mohammed
    ADVANCES AND APPLICATIONS IN STATISTICS, 2023, 86 (01) : 65 - 78
12345