629 search results - page 12 / 126 » Document clustering based on cluster validation |
BMCBI
2006
13 years 7 months ago
2006
Background: The biological interpretation of large-scale gene expression data is one of the paramount challenges in current bioinformatics. In particular, placing the results in t...
ECIR
2009
Springer
14 years 4 months ago
2009
Springer
This paper presents a new approach designed to reduce the computational load of the existing clustering algorithms by trimming down the documents size using fingerprinting methods...
TKDD
2008
13 years 7 months ago
2008
SIGMOD
2002
ACM
14 years 7 months ago
2002
ACM
Clustering results validation is an important topic in the context of pattern recognition. We review approaches and systems in this context. In the first part of this paper we pre...
CEC
2007
IEEE
14 years 2 months ago
2007
IEEE
—Identification of the correct number of clusters and the corresponding partitioning are two important considerations in clustering. In this paper, a newly developed point symme...