8 search results - page 1 / 2 » A novel validity measure for clusters of arbitrary shapes an... |
ICPR
2008
IEEE
14 years 12 days ago
2008
IEEE
Several validity indices have been designed to evaluate solutions obtained by clustering algorithms. Traditional indices are generally designed to evaluate center-based clustering...
ICDM
2003
IEEE
13 years 11 months ago
2003
IEEE
We are proposing a novel method that makes it possible to analyze high dimensional data with arbitrary shaped projected clusters and high noise levels. At the core of our method l...
ICDM
2010
IEEE
13 years 3 months ago
2010
IEEE
Community detection is an important task for mining the structure and function of complex networks. Many pervious approaches are difficult to detect communities with arbitrary size...
ICPR
2008
IEEE
14 years 12 days ago
2008
IEEE
We propose a novel multivariate uniformity criterion for testing uniformity of point density in an arbitrary dimensional point pattern . An unsupervised, nonparametric data cluste...
ECCV
2002
Springer
14 years 7 months ago
2002
Springer
We present a variational integration of nonlinear shape statistics into a Mumford?Shah based segmentation process. The nonlinear statistics are derived from a set of training silho...