90 search results - page 1 / 18 » Spectral Clustering by Recursive Partitioning |
ESA
2006
Springer
14 years 9 months ago
2006
Springer
ICMLA
2008
14 years 7 months ago
2008
A method is presented to partition a given set of data entries embedded in Euclidean space by recursively bisecting clusters into smaller ones. The initial set is subdivided into ...
CVPR
2008
IEEE
15 years 2 days ago
2008
IEEE
In this paper, we propose a novel graph based clustering approach with satisfactory clustering performance and low computational cost. It consists of two main steps: tree fitting...
DEXA
2010
Springer
14 years 6 months ago
2010
Springer
Abstract. The problems of finding alternative clusterings and avoiding bias have gained popularity over the last years. In this paper we put the focus on the quality of these alter...
CVPR
2006
IEEE
15 years 7 months ago
2006
IEEE
ct We introduce a new family of spectral partitioning methods. Edge separators of a graph are produced by iteratively reweighting the edges until the graph disconnects into the pre...