8 search results - page 2 / 2 » Finding Clusters of Different Sizes, Shapes, and Densities i... |
PR
2006
13 years 4 months ago
2006
We present a novel multiscale clustering algorithm inspired by algebraic multigrid techniques. Our method begins with assembling data points according to local similarities. It us...
DAGSTUHL
2009
13 years 6 months ago
2009
Abstract. In this paper we elaborate on the challenges of learning manifolds that have many relevant clusters, and where the clusters can have widely varying statistics. We call su...
BMCBI
2010
13 years 5 months ago
2010
Background: There are many important clustering questions in computational biology for which no satisfactory method exists. Automated clustering algorithms, when applied to large,...