Artificial neural networks classification and clustering of methodologies and applications – literature analysis from 1995 to 2005
學年 95
學期 1
出版（發表）日期 2007-01-01
作品名稱 Artificial neural networks classification and clustering of methodologies and applications – literature analysis from 1995 to 2005
作品名稱（其他語言）
著者 廖述賢; Liao, Shu-hsien; Wen, Chih-hao
單位 淡江大學經營決策學系
出版者 Elsevier
著錄名稱、卷期、頁數 Expert Systems with Applications 32(1), pp.1-11
摘要 Based on a scope of 10,120 articles on ANNs, this paper uses data mining including association rules and cluster analysis, to survey these ANNs papers through keyword classification and clustering of articles from 1995 to 2005, exploring the ANNs methodologies and application developments during that period. The four decision variables of keywords, author’s nationality, research category, and year of publication, are implemented for data mining with total of 110,080 data items. The research findings show that some specific ANNs methodologies and applications pattern can be extracted from the mining results, and these describe the ANNs development over this period. In addition, using more data mining approaches for analysis could provide different explanations for ANNs development. Finally, discussion and brief conclusion are presented.
關鍵字 Artificial neural networks; Artificial neural networks methodologies and applications; Data mining; Association rule; Cluster analysis; Literature analysis
語言 en
ISSN 0957-4174
期刊性質 國內
收錄於
產學合作
通訊作者
審稿制度 否
國別 TWN
公開徵稿
出版型式 ,電子版
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