Minghsin University Institutional Repository:Item 987654321/1445
English  |  正體中文  |  简体中文  |  Items with full text/Total items : 1365/1366 (100%)
Visitors : 1339621      Online Users : 232
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
    •  Adv. Search
    Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer Goto mobile version


    Please use this identifier to cite or link to this item: http://120.105.36.38/ir/handle/987654321/1445


    Title: 整合卷積神經網路與支援向量迴歸發展股價預測程序
    Authors: 徐志明
    Contributors: 企管系
    Keywords: 股票、價格預測、捲積神經網路、支援向量迴歸
    Date: 2020-10
    Issue Date: 2020-12-04 09:37:58 (UTC+8)
    Abstract: 在金融投資領域，投資股票相對是比較容易的。因為透過在其低廉的價格購買股票，並在其相應的高價賣出股票以賺取利潤，相對於其他投資商品是較為簡單的。然而，投資者要依據股票價格的變化趨勢及未來價格之預測，以決定最佳買賣股票時間點，是一件很困難且深具挑戰性的問題。依據股票價格趨勢可以判定股票未來之漲跌趨勢類型，而未來股價之預測則得以幫助投資者決定其買賣時間點和投資策略，從而保證可以獲得其預期的投資利潤。此計畫利用捲積神經網路和支援向量迴歸，以設計一個整合性股票價格預測程序，並以台灣發行量加權股價指數(Taiwan Stock Exchange Capitalization Weighted Stock Index, TAIEX)與數個股票為例，驗證本計畫所提出的股票價格預測程序的有效性和有效性。
    Appears in Collections:[Department and Institute of Business Administration] Research Projects in School

    Files in This Item:

    File Description SizeFormat
    徐志明.pdf18733KbAdobe PDF1View/Open


    View Licence

    All items in MUSTIR are protected by copyright, with all rights reserved.

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback