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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〉
Parallel Abstract 〈TOP〉
Reference ( 93 ) 〈TOP〉
  1. 紀勝財、尤明偉、饒瑞倫,2004,「應用類神經網路於股票技術指標聚類與預測分析之研究」,科技管理學刊,第九卷第二期,53-81。
  2. 馮正民、王榮祖,2001,「應用灰色關聯分析於航空運輸業營運與財務績效代表性指標之擷取」,民航季刊,第三卷第一期:頁107-126。
  3. 蔡瑞煌、高明志、張金鶚,1998,「類神經網路應用於房地產估價之研究」,住宅學報,第八期:頁1-20。
  4. Ambrose, B. W., and P. Linneman, REIT Organizational Structure and Operating Characteristics, Journal of Real Estate Research, 2001, 21:3, 141-162.
  5. Asheghian, P., Determinants of Economic Growth in the United States: The Role of Foreign Direct Investment, The International Trade Journal, 2004, 54:1, 63-78.
Times Cited (7) 〈TOP〉
  1. 張凱婷(2010)。貴金屬及鑽石指數之混沌現象與長期記憶 -以類神經預測分析。中原大學企業管理研究所學位論文。2010。1-98。 
  2. 曾強(2010)。不動產投資信託型指數股票基金之預測 -比較灰預測及類神經網路為例。中原大學企業管理研究所學位論文。2010。1-112。 
  3. 陳惶博(2009)。波動率指數與總體經濟指標關連預測之研究 -以灰色關聯分析及類神經網路模型系統作探討。中原大學企業管理研究所學位論文。2009。1-73。 
  4. 江明宏(2009)。台灣房地產景氣循環週期之研究 -應用灰色關聯分析及類神經網路之預測。中原大學企業管理研究所學位論文。2009。1-90。 
  5. 邱馨加(2008)。以專利訴訟事件 預測公司股價變動之研究。中原大學企業管理研究所學位論文。2008。1-72。 
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