1105 search results - page 13 / 221 » Approximate Spectral Clustering. |
LREC
2008
13 years 9 months ago
2008
Spectral clustering is a powerful clustering method for document data set. However, spectral clustering needs to solve an eigenvalue problem of the matrix converted from the simil...
MOC
2010
13 years 2 months ago
2010
Abstract. In this paper, the approximation properties of the prolate spheroidal wave functions of order zero (PSWFs) are studied, and a set of optimal error estimates are derived f...
KDD
2010
ACM
13 years 11 months ago
2010
ACM
Constrained clustering has been well-studied for algorithms like K-means and hierarchical agglomerative clustering. However, how to encode constraints into spectral clustering rem...
ICCS
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. An efficient treatment is developed for the Schr
ICRA
2007
IEEE
14 years 1 months ago
2007
IEEE
Abstract— This paper presents a novel use of spectral clustering algorithms to support cases where the entries in the affinity matrix are costly to compute. The method is increm...