3112 search results - page 134 / 623 » Cluster Computing White Paper |
137
Voted
SDM
2008
SIAM
15 years 5 months ago
2008
SIAM
Most clustering algorithms produce a single clustering for a given data set even when the data can be clustered naturally in multiple ways. In this paper, we address the difficult...
134
Voted
SDM
2007
SIAM
15 years 5 months ago
2007
SIAM
In recent years, spectral clustering method has gained attentions because of its superior performance compared to other traditional clustering algorithms such as K-means algorithm...
154
Voted
SDM
2003
SIAM
15 years 5 months ago
2003
SIAM
The problem of finding clusters in data is challenging when clusters are of widely differing sizes, densities and shapes, and when the data contains large amounts of noise and out...
151
Voted
ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
In recent years, many networks have become available for analysis, including social networks, sensor networks, biological networks, etc. Graph clustering has shown its effectivenes...
140
Voted
SADM
2010
14 years 10 months ago
2010
: The traditional latent class analysis (LCA) uses a mixture model with binary responses on each subject that are independent conditional on cluster membership. However, in many pr...