897 search results - page 14 / 180 » Correlational spectral clustering |
SDM
2007
SIAM
14 years 11 months ago
2007
SIAM
In this paper we formulate spectral clustering in directed graphs as an optimization problem, the objective being a weighted cut in the directed graph. This objective extends seve...
100
Voted
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
In this work we present a method to perform a complete audiovisual source separation without need of previous information. This method is based on the assumption that sounds are c...
ICML
2006
IEEE
15 years 10 months ago
2006
IEEE
Clustering on multi-type relational data has attracted more and more attention in recent years due to its high impact on various important applications, such as Web mining, e-comm...
56
Voted
KDD
2007
ACM
15 years 10 months ago
2007
ACM
COLT
2004
Springer
15 years 3 months ago
2004
Springer
Given a set of n randomly drawn sample points, spectral clustering in its simplest form uses the second eigenvector of the graph Laplacian matrix, constructed on the similarity gra...