524 search results - page 36 / 105 » On the Performance of Clustering in Hilbert Spaces |
ICIP
1999
IEEE
15 years 11 months ago
1999
IEEE
This paper presents an algorithm for unsupervised segmentation of color images. The main idea behind it is the use of the low-frequency content of images which allows for smoothin...
80
Voted
TFS
2008
14 years 10 months ago
2008
Abstract--This paper proposes a new method of merging parameterized fuzzy sets based on clustering in the parameters space, taking into account the degree of inclusion of each fuzz...
KDD
2004
ACM
15 years 10 months ago
2004
ACM
Traditional clustering is a descriptive task that seeks to identify homogeneous groups of objects based on the values of their attributes. While domain knowledge is always the bes...
92
Voted
ICML
2004
IEEE
15 years 11 months ago
2004
IEEE
The performance of graph based clustering methods critically depends on the quality of the distance function, used to compute similarities between pairs of neighboring nodes. In t...
83
Voted
HPCA
2007
IEEE
15 years 10 months ago
2007
IEEE
We apply a scalable approach for practical, comprehensive design space evaluation and optimization. This approach combines design space sampling and statistical inference to ident...