DocumentCode
2718075
Title
Cluster Analysis on Technological Innovation Ability of Enterprises Based on SOM Network----Taking the MLEs in Henan as an Example
Author
Lu, Fangyuan ; Jiao, Keyan
Author_Institution
Bus. Sch., Zhengzhou Univ., Zhengzhou
Volume
3
fYear
2008
fDate
3-4 Aug. 2008
Firstpage
230
Lastpage
234
Abstract
Self-organizing feature map and some questions that challenge our attention in its application to cluster analysis on technological innovation ability of enterprises are expatiated on. Taking the middle and large-sized industrial enterprises in Henan province as an example, this paper elaborates on how to assign a value to each parameter in the learning algorithm of self-organizing feature map and programs directly using the toolbox of MATLAB software. The conclusions reveal that self-organizing feature map is appropriate for the cluster analysis on technological innovation ability of enterprises.
Keywords
commerce; innovation management; learning (artificial intelligence); pattern clustering; self-organising feature maps; technology management; Henan; MATLAB; SOM network; cluster analysis; enterprise technological innovation; learning algorithm; middle and large-sized industrial enterprises; self-organizing feature map; Clustering algorithms; Communication system control; Computer network management; Computer networks; Innovation management; MATLAB; Neurons; Software tools; Technological innovation; Technology management;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing, Communication, Control, and Management, 2008. CCCM '08. ISECS International Colloquium on
Conference_Location
Guangzhou
Print_ISBN
978-0-7695-3290-5
Type
conf
DOI
10.1109/CCCM.2008.101
Filename
4609831
Link To Document