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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〉
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Reference ( 59 ) 〈TOP〉
  1. 1. Agrawal, R. and R. Srikant, “Fast Algorithm for Mining Association Rules in Large Databases, ”Proc.20th Very Large Database Conf.,pp.478-499, Sept.,1994.
  2. 3. Bjorn, V., “Multiresolution methods for financial time series prediction, ”Computational Intelligence for Financial Engineering,Proceedings of the IEEE/IAFE,pp.97.1995.
  3. 5. Chung, F.L., et al, “Evolutionary time series segmentation for Stock Data Mining,” Proceedings of the IEEE International Conference on Data Mining (ICDM), pp.83- 90,2002.
  4. 6. Chen, T., “A Fuzzy Back Propagation Network for Output Time Prediction in a Wafer Fab,” Applied Soft Computing 2/3F, pp.211-222, 2003.
  5. 7. Depei B. and Zehong Y., “Intelligent stock trading system by turning point confirming and probabilistic reasoning,” Expert Systems eith Applications 34, pp.620-627, 2008.
Times Cited (4) 〈TOP〉
  1. 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。 
  2. 李淑瑩(2013)。HIV相關疲憊量表中文版信效度檢定。中山醫學大學護理學系學位論文。2013。1-74。 
  3. 楊碧枝(Pi-Chih Yang);盧玉嬴(Yu-Ying Lu);廖淑敏(Shu-Min Liao);謝淑芳(Shew-Fang Shieh)(2015)。運用Watson關懷理論照顧一位長期血液透析患者之護理經驗。長庚科技學刊。(23)。159-169。 
  4. 張嘉樺(2009)。應用技術指標與資料庫以建構股票線上預測系統。元智大學工業工程與管理學系學位論文。2009。1-75。
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