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: 
algorithm, clustering, k-means, lower bound, singular value decomposition, principal component analysis, dimensionality reduction, performance, 
 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 information, rough set, attribute reduction, dynamic ensemble selection, k-means, 
 Summary | Full Text:PDF(1.1MB)