Shu-Ling SHIEH


A New Clustering Validity Index for Cluster Analysis Based on a Two-Level SOM
Shu-Ling SHIEH I-En LIAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/09/01
Vol. E92-D  No. 9  pp. 1668-1674
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
self-organizing mapclusteringclustering validity index
 Summary | Full Text:PDF(245KB)

An Efficient Initialization Scheme for SOM Algorithm Based on Reference Point and Filters
Shu-Ling SHIEH I-En LIAO Kuo-Feng HWANG Heng-Yu CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/03/01
Vol. E92-D  No. 3  pp. 422-432
Type of Manuscript:  PAPER
Category: Data Mining
Keyword: 
clustering methodsself-organizing mapunsupervised learningreference pointfilters
 Summary | Full Text:PDF(659KB)