603 search results - page 9 / 121 » Advances in constrained clustering |
ICCV
2009
IEEE
15 years 2 months ago
2009
IEEE
Clustering performance can often be greatly improved by
leveraging side information. In this paper, we consider constrained
clustering with pairwise constraints, which specify
s...
JMLR
2012
12 years 7 days ago
2012
An important form of prior information in clustering comes in form of cannot-link and must-link constraints. We present a generalization of the popular spectral clustering techniq...
ICML
2001
IEEE
14 years 10 months ago
2001
IEEE
Clustering is traditionally viewed as an unsupervised method for data analysis. However, in some cases information about the problem domain is available in addition to the data in...
ICTIR
2009
Springer
14 years 4 months ago
2009
Springer
Abstract. In this paper we present a new clustering algorithm which ex
ICMCS
1999
IEEE
14 years 2 months ago
1999
IEEE
In accessing large collections of digitized videos, it is often difficult to find both the appropriate video file and the portion of the video that is of interest. This paper descr...