543 search results - page 10 / 109 » An Experimental Comparison of Several Clustering and Initial... |
ICPR
2002
IEEE
14 years 11 months ago
2002
IEEE
We explore the idea of evidence accumulation for combining the results of multiple clusterings. Initially, n d-dimensional data is decomposed into a large number of compact cluste...
WCRE
2007
IEEE
14 years 4 months ago
2007
IEEE
Reverse engineering legacy software systems often involves the employment of clustering algorithms that automatically decompose a software system into subsystems. The decompositio...
DATAMINE
2006
13 years 9 months ago
2006
Clustering methods for data-mining problems must be extremely scalable. In addition, several data mining applications demand that the clusters obtained be balanced, i.e., be of ap...
PAKDD
2010
ACM
13 years 11 months ago
2010
ACM
Abstract. Finding correlation clusters in the arbitrary subspaces of highdimensional data is an important and a challenging research problem. The current state-of-the-art correlati...
PKDD
2010
Springer
13 years 7 months ago
2010
Springer
Forming consensus clusters from multiple input clusterings can improve accuracy and robustness. Current clustering ensemble methods require specifying the number of consensus clust...