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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 ( 24 ) 〈TOP〉
  1. 1. Charytoniuk, W. & M. S. Chen, ” Neural-network-based demand forecasting in a deregulated environment”, IEEE Transactions on industry applications, pp.893-898, Vol. 36, No. 3, May/June 2000.
  2. 2. Chow, T. W. S. & C. T. Leung, “ Nonlinear autoregressive integrated neural network model for short-term load forecasting”, IEE proceeding online no.19960600, pp.500-506, 1996.
  3. 3. Desouky, A. A. EI & M. M. EIKateb, “ Hybrid adaptive techniques for electric-load forcast using ANN and ARIMA”, IEE Proc-Gener. Transm. Distrib, pp.213-217, Vol. 147, NO. 4, July 2000.
  4. 4. Dr. Dornier, et al, “Grobal Operations and Logistics”, John Wiley & Sons, 1998.
  5. 5. Dantas, A., K. Yamamoto, M. V. Lamar, & Y. Yamashita, “Neural network for travel demand forecasting using GIS and Remote Sensing”, IEEE proceeding, pp.435-440, 2000.
Times Cited (21) 〈TOP〉
  1. 歐宗殷(2010)。資料探勘為基礎之零售業銷售預測模式-以連鎖超商鮮食商品為例。清華大學工業工程與工程管理學系學位論文。2010。1-126。 
  2. 黃心怡(2010)。銅鐵異種金屬直流電阻點銲之參數最佳化探討。臺北科技大學工業工程與管理系碩士班學位論文。2010。1-76。 
  3. 陳進福(2008)。應用類神經網路預測辦公用品物流中心之隨機出貨量。臺北科技大學管理學院工業工程與管理EMBA專班學位論文。2008。1-73。 
  4. 陳耀文(2008)。代工製造業產品需求預測模式。元智大學資訊管理學系學位論文。2008。1-47。 
  5. 簡雅禎(2003)。人工免疫系統法應用在管制圖趨勢分析之研究。元智大學工業工程與管理學系學位論文。2003。1-87。
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