Keyword : document clustering


Study of a Reasonable Initial Center Selection Method Applied to a K-Means Clustering
WonHee LEE Samuel Sangkon LEE Dong-Un AN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/08/01
Vol. E96-D  No. 8 ; pp. 1727-1733
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
initial center selectionmax average distancetime complexityK-means algorithmdocument clustering
 Summary | Full Text:PDF(1.9MB)

Enhancing Document Clustering Using Condensing Cluster Terms and Fuzzy Association
Sun PARK Seong Ro LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/06/01
Vol. E94-D  No. 6 ; pp. 1227-1234
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
document clusteringnon-negative matrix factorization (NMF)semantic features condensing cluster termfuzzy associationsynonymsWordNet
 Summary | Full Text:PDF(797.5KB)

Using Topic Keyword Clusters for Automatic Document Clustering
Hsi-Cheng CHANG Chiun-Chieh HSU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/08/01
Vol. E88-D  No. 8 ; pp. 1852-1860
Type of Manuscript:  Special Section PAPER (Special Section on Document Image Understanding and Digital Documents)
Category: Document Clustering
Keyword: 
document clusteringtopic keyword clusteringweighted undirected graphinformation retrieval
 Summary | Full Text:PDF(2.3MB)