383 search results - page 22 / 77 » A Bacterial Evolutionary Algorithm for automatic data cluste... |
SDM
2009
SIAM
14 years 4 months ago
2009
SIAM
In high dimensional data, the general performance of traditional clustering algorithms decreases. This is partly because the similarity criterion used by these algorithms becomes ...
EMMCVPR
2003
Springer
14 years 22 days ago
2003
Springer
In this paper, a novel general purpose clustering algorithm is presented, based on the watershed algorithm. The proposed approach defines a density function on a suitable lattice,...
ICDM
2003
IEEE
14 years 24 days ago
2003
IEEE
Abstract—Despite the considerable amount of research work on the application of Gabor filters in pattern classification, their design and selection have been mostly done on a t...
ICCV
2007
IEEE
14 years 9 months ago
2007
IEEE
This paper aims to introduce the robustness against noise into the spectral clustering algorithm. First, we propose a warping model to map the data into a new space on the basis o...
ICDM
2006
IEEE
14 years 1 months ago
2006
IEEE
Tools for automatically clustering streaming data are becoming increasingly important as data acquisition technology continues to advance. In this paper we present an extension of...