113 search results - page 3 / 23 » Locally adaptive metrics for clustering high dimensional dat... |
DMKD
2003
ACM
13 years 11 months ago
2003
ACM
PAKDD
2005
ACM
13 years 11 months ago
2005
ACM
In many modern application ranges high-dimensional feature vectors are used to model complex real-world objects. Often these objects reside on different local sites. In this paper,...
ICAPR
2001
Springer
13 years 10 months ago
2001
Springer
The goal of this paper is to describe an efficient procedure for color-based image retrieval. The proposed procedure consists of two stages. First, the image data set is hierarchi...
ICDE
2003
IEEE
14 years 7 months ago
2003
IEEE
The notorious "dimensionality curse" is a well-known phenomenon for any multi-dimensional indexes attempting to scale up to high dimensions. One well known approach to o...
CVPR
2000
IEEE
13 years 9 months ago
2000
IEEE
Nearest neighbor classification assumes locally constant class conditional probabilities. This assumption becomes invalid in high dimensions with finite samples due to the curse o...