25041 search results - page 37 / 5009 » Algorithms for Clustering Data |
PKDD
2010
Springer
13 years 6 months ago
2010
Springer
Abstract. Semi-supervised clustering models, that incorporate user provided constraints to yield meaningful clusters, have recently become a popular area of research. In this paper...
ICDE
2007
IEEE
14 years 9 months ago
2007
IEEE
Data is often collected over a distributed network, but in many cases, is so voluminous that it is impractical and undesirable to collect it in a central location. Instead, we mus...
ESA
2006
Springer
13 years 11 months ago
2006
Springer
CSDA
2008
13 years 8 months ago
2008
In the rapidly evolving field of genomics, many clustering and classification methods have been developed and employed to explore patterns in gene expression data. Biologists face...
CORR
2010
Springer
13 years 8 months ago
2010
Springer
We propose in this paper an exploratory analysis algorithm for functional data. The method partitions a set of functions into K clusters and represents each cluster by a simple pr...