Stock Market Forecasting Based on Artificial Neural Network Model

被引：0
|
作者：
Zhou Shaofu [1 ]
Xu Yang [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Sch Econ, Wuhan 430074, Peoples R China
来源：
RECENT ADVANCE IN STATISTICS APPLICATION AND RELATED AREAS, PTS 1 AND 2 | 2008年
关键词：
Neural Network; Stock Forecasting; Data Mining;
D O I：
暂无
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
This paper reasearches oil stock market forecasting based oil Artificial Neural Network ModelThe paper quantizes the part of stock's effect factors and syncretizes to the technologically analytical method in traditional securities, to filter the input variables by Data Mining algorithm, and use the updated BPNN algorithm which is LM algorithm to set up a model to forecast and simulate Shanghai stock composite index. The results show that BPNN can efficiently forecast the stock market. and has feasibility.
引用
收藏
页码：1119 / 1123
页数：5
相关论文
共 50 条
  • [31] Stock Price Forecasting Based on BP Neural Network Model of Network Public Opinion
    Yu, Yawen
    Wang, Shanshan
    Zhang, Lijun
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC 2017), 2017, : 1058 - 1062
  • [32] Application of artificial neural network for the prediction of stock market returns: The case of the Japanese stock market
    [J]. Qiu, Mingyue (qmy1175116@126.com), 2016, Elsevier Ltd (85):
  • [33] Optimizing LSTM Based Network For Forecasting Stock Market
    Rokhsatyazdi, Ehsan
    Rahnamayan, Shahryar
    Amirinia, Hossein
    Ahmed, Sakib
    [J]. 2020 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2020,
  • [34] Application of artificial neural network for the prediction of stock market returns: The case of the Japanese stock market
    Qiu, Mingyue
    Song, Yu
    Akagi, Fumio
    [J]. CHAOS SOLITONS & FRACTALS, 2016, 85 : 1 - 7
  • [35] Prediction Model of Stock Market Returns Based on Wavelet Neural Network
    Zhao, Yu
    Zhang, Yu
    Qi, Chunjie
    [J]. PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 29 - 34
  • [36] Neural Network Model for Forecasting Balkan Stock Exchanges
    Janeski, Miroslav
    Kalajdziski, Slobodan
    [J]. ADVANCED INTELLIGENT COMPUTING, 2011, 6838 : 17 - 24
  • [37] A neural network model for forecasting fish stock recruitment
    Chen, DG
    Ware, DM
    [J]. CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 1999, 56 (12) : 2385 - 2396
  • [38] Stock Market Index Prediction Using Artificial Neural Network
    Al-Akashi, Falah Hassan Ali
    [J]. JOURNAL OF INFORMATION TECHNOLOGY RESEARCH, 2022, 15 (01)
  • [39] Predicting the return of the Japanese stock market with artificial neural network
    Qiu, M.
    Song, Y.
    Akagi, F.
    [J]. INDUSTRIAL ENGINEERING AND MANAGEMENT SCIENCE, 2015, : 7 - 12
  • [40] An efficient stock market forecasting model using neural networks
    Atiya, A
    Talaat, N
    Shaheen, S
    [J]. 1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, 1997, : 2112 - 2115
12345