138 search results - page 2 / 28 » Information Theoretic Clustering of Sparse Co-Occurrence Dat... |
PKDD
2010
Springer
13 years 4 months ago
2010
Springer
Hierarchical clustering methods are widely used in various scientific domains such as molecular biology, medicine, economy, etc. Despite the maturity of the research field of hie...
MCS
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. This paper presents a probabilistic model for combining cluster ensembles utilizing information theoretic measures. Starting from a co-association matrix which summarizes...
EMMCVPR
2005
Springer
13 years 11 months ago
2005
Springer
This paper addresses the problem of efficient information theoretic, non-parametric data clustering. We develop a procedure for adapting the cluster memberships of the data pattern...
ICASSP
2010
IEEE
13 years 6 months ago
2010
IEEE
Given a set of data points drawn from multiple low-dimensional linear subspaces of a high-dimensional space, we consider the problem of clustering these points according to the su...
CIBCB
2008
IEEE
14 years 15 days ago
2008
IEEE
sequence content at an abstract level and offers novel ways to examine the information contained in them. Our approach is an information theoretic search process which uses patter...