Enhancement of Stock Market Forecasting Using a Technical Analysis-based Approach

被引:0
|
作者
Chen, Yuh-Jen [1 ]
机构
[1] Natl Kaohsiung First Univ Sci & Technol, Dept Accounting & Informat Syst, Kaohsiung, Taiwan
关键词
Stock market forecasting; Technical analysis; Support vector machine; Particle swarm optimization; FEATURE-SELECTION;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This study develops a method for stock market forecasting using technical analysis to effectively promote forecasting accuracy, which can help investors to increase their decision-support quality and profitability. Specifically, this study involves the following tasks: (i) design a technical analysis-based stock market forecasting process, (ii) develop techniques related to technical analysis-based stock market forecasting, and (iii) demonstrate and evaluate the developed technical analysis-based method for stock market forecasting.
引用
收藏
页码:702 / 705
页数:4
相关论文
共 50 条
  • [1] Enhancement of stock market forecasting using an improved fundamental analysis-based approach
    Yuh-Jen Chen
    Yuh-Min Chen
    Chang Lin Lu
    [J]. Soft Computing, 2017, 21 : 3735 - 3757
  • [2] Enhancement of stock market forecasting using an improved fundamental analysis-based approach
    Chen, Yuh-Jen
    Chen, Yuh-Min
    Lu, Chang Lin
    [J]. SOFT COMPUTING, 2017, 21 (13) : 3735 - 3757
  • [3] A novel technical analysis-based method for stock market forecasting
    Yuh-Jen Chen
    Yuh-Min Chen
    Shiang-Ting Tsao
    Shu-Fan Hsieh
    [J]. Soft Computing, 2018, 22 : 1295 - 1312
  • [4] A novel technical analysis-based method for stock market forecasting
    Chen, Yuh-Jen
    Chen, Yuh-Min
    Tsao, Shiang-Ting
    Hsieh, Shu-Fan
    [J]. SOFT COMPUTING, 2018, 22 (04) : 1295 - 1312
  • [5] A Fundamental Analysis-based Method for Stock Market Forecasting
    Chen, Yuh-Jen
    Chen, Yuh-Min
    [J]. PROCEEDINGS OF THE 2013 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP), 2013, : 354 - 359
  • [6] A Stochastic Regression and Sentiment Analysis-Based Approach for Forecasting Trends in the Stock Market
    Verma, Anjali
    Vishwamitra, L. K.
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (02) : 2641 - 2660
  • [7] Forecasting Stock Market Volume Price Using Sentimental and Technical Analysis
    Siddesh, G. M.
    Sekhar, S. R. Mani
    Srinidhi, H.
    Srinivasa, K. G.
    [J]. JOURNAL OF INFORMATION TECHNOLOGY RESEARCH, 2022, 15 (01)
  • [8] Stock Market Forecasting Using Deep Learning and Technical Analysis: A Systematic Review
    Li, Audeliano Wolian
    Bastos, Guilherme Sousa
    [J]. IEEE ACCESS, 2020, 8 : 185232 - 185242
  • [9] Forecasting stock market volatility: The role of technical variables
    Liu, Li
    Pan, Zhiyuan
    [J]. ECONOMIC MODELLING, 2020, 84 : 55 - 65
  • [10] Technical analysis strategy optimization using a machine learning approach in stock market indices
    Ayala, Jordan
    Garcia-Torres, Miguel
    Noguera, Jose Luis Vazquez
    Gomez-Vela, Francisco
    Divina, Federico
    [J]. KNOWLEDGE-BASED SYSTEMS, 2021, 225