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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 ) 。

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Reference ( 114 ) 〈TOP〉
  1. 8.王琇嫻(2004)。台灣連鎖便利商店市場需求預測-迴歸模型之應用。國立成功大學企業管理研究所碩士論文。
  2. 16.周湘蘭(2001)。類神經網路在多重產品需求預測上之應用。元智大學工業工程與管理研究所碩士論文
  3. 28.郭秀敏(2003)。模糊倒傳遞網路於印刷電路板生產預測之應用。元智大學工業工程與管理研究所碩士論文
  4. 29.郭英峰、陳邦誠(2007)。以單變量ARIMA模式、類神經網路、灰色GM(1,1)模型預測高雄港貨櫃吞吐量 。臺大管理論叢,第17卷,第二期,p.107-132
  5. 39.黃郁仁(2003)。整合案例式推理與類神經網路於新產品銷售預測--以圖書產品為例。元智大學工業工程與管理研究所碩士論文
Times Cited (16) 〈TOP〉
  1. 王僑宏(2013)。應用希爾伯特-黃轉換法與極速學習機於逕流量及颱風降雨之預測研究。淡江大學水資源及環境工程學系碩士班學位論文。2013。1-181。 
  2. 林俊延(2011)。應用灰色支援向量自我迴歸於新產品之需求銷售預測-以iPhone為例。淡江大學管理科學研究所碩士班學位論文。2011。1-76。 
  3. 曾方儀(2013)。食品加工廠隨機需求下之生產排程規劃。中原大學工業與系統工程研究所學位論文。2013。1-64。 
  4. 王永欣(2012)。應用類神經網路於滾珠螺桿之定位與行程分析。虎尾科技大學機械與機電工程研究所學位論文。2012。1-69。 
  5. 蔡蕙如(2013)。以類神經網路探討價格促銷組合對網路消費者購買意願的影響-以服裝購物網為例。臺中科技大學流通管理系碩士班學位論文。2013。1-77。 
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