5096 search results - page 22 / 1020 » Landscape of Clustering Algorithms |
NAACL
2003
13 years 8 months ago
2003
We will demonstrate the output of a distributional clustering algorithm called Clustering by Committee that automatically discovers
CORR
2007
Springer
13 years 7 months ago
2007
Springer
We present an exactly solvable random-subcube model inspired by the structure of hard constraint satisfaction and optimization problems. Our model reproduces the structure of the s...
IBPRIA
2003
Springer
14 years 18 days ago
2003
Springer
A straightforward and efficient way to discover clustering tendencies in data using a recently proposed Maximum Variance Clustering algorithm is proposed. The approach shares the ...
FLAIRS
2004
13 years 8 months ago
2004
In multimodal function optimization, niching techniques create diversification within the population, thus encouraging heterogeneous convergence. The key to the effective diversif...
UAI
2004
13 years 8 months ago
2004
In this paper, a similarity-driven cluster merging method is proposed for unsupervised fuzzy clustering. The cluster merging method is used to resolve the problem of cluster valid...