3934 search results - page 165 / 787 » A monothetic clustering method |
BMCBI
2008
15 years 28 days ago
2008
Background The use of clustering methods for the discovery of cancer subtypes has drawn a great deal of attention in the scientific community. While bioinformaticians have propose...
78
Voted
CVPR
1999
IEEE
16 years 2 months ago
1999
IEEE
We present a stochastic clustering algorithm which uses pairwise similarity of elements, based on a new graph theoretical algorithm for the sampling of cuts in graphs. The stochas...
86
Voted
INFOCOM
2003
IEEE
15 years 6 months ago
2003
IEEE
Abstract— We perform spectral analysis of the Internet topology at the AS level, by adapting the standard spectral filtering method of examining the eigenvectors corresponding t...
111
Voted
COLING
2010
14 years 7 months ago
2010
We consider the task of summarizing a cluster of related sentences with a short sentence which we call multi-sentence compression and present a simple approach based on shortest p...
110
Voted
CORR
1998
Springer
15 years 14 days ago
1998
Springer
We address the problem of clustering words (or constructing a thesaurus) based on co-occurrence data, and using the acquired word classes to improve the accuracy of syntactic disa...