2228 search results - page 76 / 446 » Distributed Data Clustering Can Be Efficient and Exact |
174
click to vote
KDD
2006
ACM
16 years 6 months ago
2006
ACM
How do we find a natural clustering of a real world point set, which contains an unknown number of clusters with different shapes, and which may be contaminated by noise? Most clu...
175
click to vote
IAJIT
2008
15 years 6 months ago
2008
: The fuzzy c-means clustering algorithm has been widely used to obtain the fuzzy k-partitions. This algorithm requires that the user gives the number of clusters k. To find automa...
165
click to vote
INFOSCALE
2006
ACM
16 years 3 days ago
2006
ACM
Huge amounts of data are available in large-scale networks of autonomous data sources dispersed over a wide area. Data mining is an essential technology for obtaining hidden and v...
212
Voted
SDM
2004
SIAM
15 years 7 months ago
2004
SIAM
Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
142
click to vote
NIPS
2007
15 years 7 months ago
2007
Clustering is often formulated as the maximum likelihood estimation of a mixture model that explains the data. The EM algorithm widely used to solve the resulting optimization pro...