Search & Read at all times.
Your portable library is online!,Hello!
Search Symbol (Half-width) Description of Search Symbols
Space "AND" indicates the intertwining of key terms used in a search
Double Quotation Marks ("") ( " " ) Double quotation marks indicate the beginning and end of a phrase, and the search will only include terms that appear in the same order of those within the quotations. Example: "image process" : " image process "
? Indicates a variable letter. Entering two ? will indicate two variable letters, and so on. Example: "Appl?", search results will yield apple, apply… e , appl y … ( (often used to English word searches) )
* Indicates an unlimited number of variable letters to follow, from 1~n. Example: Enter "appl*", search results will yield apple, apples, apply, applied, application…(often used in English word searches) e , appl es , appl y , appl ied , appl ication … ( (often used to English word searches) )

Boolean logic combinations of key words is a skill used to expand or refine search parameters.
(1) AND (1) AND: Refines search parameters
(2) OR (2) OR: Expands search parameters (3) NOT: Excludes irrelevant parameters


DOI stands for Digital Object Identifier ( D igital O bject I dentifier ) ,
and is the unique identifier for objects on the internet. It can be used to create persistent link and to cite articles.

Using DOI as a persistent link

To create a persistent link, add「」 「 」 before a DOI.
For instance, if the DOI of an article is 10.5297/ser.1201.002 , you can link persistently to the article by entering the following link in your browser: 10.5297/ser.1201.002
The DOI link will always direct you to the most updated article page no matter how the publisher changes the document's position, avoiding errors when engaging in important research.

Cite a document with DOI

When citing references, you should also cite the DOI if the article has one. If your citation guideline does not include DOIs, you may cite the DOI link.

DOIs allow accurate citations, improve academic contents connections, and allow users to gain better experience across different platforms. Currently, there are more than 70 million DOIs registered for academic contents. If you want to understand more about DOI, please visit airiti DOI ) 。

Abstract 〈TOP〉
Parallel Abstract 〈TOP〉
Reference ( 30 ) 〈TOP〉
  1. [1] Baba, N. and M. Kozaki, “An Intelligent Forecasting System of Stock Price Using Neural Networks,” IJCNN-92, Vol. 1, pp. 371-377, 1992.
  2. [2] Box, G. E. P. and Jenkins, G. M., Time Series Analysis Forecasting and Control, Holden-Day, San Francisco, 1976.
  3. [3] Chi, S. C., Chen, H. P., and C. H. Cheng, “A Forecasting Approach for Stock Index Future Using Grey Theory and Neural Networks,” IEEE International Joint Conference on Neural Networks, pp. 3850-3855, 1999.
  4. [4] Edwards, R. D., and John Magee, Jr., Technical Analysis of Stock Trends, 5th rev. ed., 1996.
  5. [5] Gencay, R., “Nonlinear Prediction of Security Returns with Moving Average Rules,” Journal of Forecasting, Vol. 15, pp. 165-175, 1996.
Times Cited (13) 〈TOP〉
  1. 蘇珍琦(2013)。應用情感分析技術於臺灣股票加權指數預測之研究。元智大學資訊管理學系學位論文。2013。1-40。 
  2. 黃鉦皓(2013)。股市關鍵技術指標萃取於智慧型交易系統之研究。元智大學資訊管理學系學位論文。2013。1-79。 
  3. 潘伊芳(2012)。建構趨勢切割法與支撐向量迴歸於股票買賣時機之預測。元智大學資訊管理學系學位論文。2012。1-148。 
  4. 張凱婷(2011)。應用支撐向量迴歸及模糊規則於股價買賣點之預測。元智大學資訊管理學系學位論文。2011。1-67。 
  5. 賴志銘(2009)。叢集式類神經網路在股價轉折點預測之應用。元智大學資訊管理學系學位論文。2009。1-91。 
Altmetrics 〈TOP〉
E-mail :
When an article is available to download, a notice will be sent to your mailbox address.
E-mail :