Keyword : k-means


Accelerating a Lloyd-Type k-Means Clustering Algorithm with Summable Lower Bounds in a Lower-Dimensional Space
Kazuo AOYAMA Kazumi SAITO Tetsuo IKEDA 
Publication:   
Publication Date: 2018/11/01
Vol. E101-D  No. 11 ; pp. 2773-2783
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
algorithmclusteringk-meanslower boundsingular value decompositionprincipal component analysisdimensionality reductionperformance
 Summary | Full Text:PDF(759KB)

Dynamic Ensemble Selection Based on Rough Set Reduction and Cluster Matching
Ying-Chun CHEN Ou LI Yu SUN 
Publication:   
Publication Date: 2018/10/01
Vol. E101-B  No. 10 ; pp. 2196-2202
Type of Manuscript:  PAPER
Category: Fundamental Theories for Communications
Keyword: 
mutual informationrough setattribute reductiondynamic ensemble selectionk-means
 Summary | Full Text:PDF(1.1MB)