754 search results - page 3 / 151 » Robust information-theoretic clustering |
COLT
2008
Springer
13 years 7 months ago
2008
Springer
We study the problem of clustering discrete probability distributions with respect to the Kullback-Leibler (KL) divergence. This problem arises naturally in many applications. Our...
UAI
1997
13 years 7 months ago
1997
JUCS
2002
13 years 5 months ago
2002
: In a database with categorical attributes, each attribute defines a partition whose classes can be regarded as natural clusters of rows. In this paper we focus on finding a parti...
CIBCB
2008
IEEE
14 years 16 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...
WAW
2009
Springer
14 years 20 days ago
2009
Springer
The Modularity-Q measure of community structure is known to falsely ascribe community structure to random graphs, at least when it is naively applied. Although Q is motivated by a ...