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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 ( 29 ) 〈TOP〉
  1. 2. 吳泳慶(2007),「中文垃圾郵件客製化過濾系統之研究」,淡江大學統計學系應用統計學碩士班碩士論文。
  2. 4. 洪惠萍(2009),「以非對稱權重矩陣改善順序型分類器之績效評估指標」,淡江大學統計學系應用統計學碩士班碩士論文。
  3. 5. 陳宇邦(2011),「順序型變數轉換在決策樹之應用」,淡江大學統計學系應用統計學碩士班碩士論文。
  4. 1. Breiman, L. (2001), Random Forests, Machine Learning, 45, 5-32.
  5. 3. Cleveland, W. S. (1981), LOWESS: A program for smoothing scatterplots by robust locally weighted regression, The American Statistician, 35, 54.
Times Cited (3) 〈TOP〉
  1. 王詩詠(2013)。資料複雜度指標在資料探勘分類方法之重要性。淡江大學統計學系應用統計學碩士班學位論文。2013。1-61。 
  2. 江奕(2013)。資料探勘技術應用於病患存活狀態之預測。淡江大學統計學系應用統計學碩士班學位論文。2013。1-42。 
  3. 葉丞峻(2017)。適用於分類變數資料的二元不平衡資料自動分類系統。淡江大學統計學系應用統計學碩士班學位論文。2017。1-43。
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