1420 search results - page 82 / 284 » Cluster Ensemble Selection |
112
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ICDM
2006
IEEE
15 years 6 months ago
2006
IEEE
Most clustering algorithms are partitional in nature, assigning each data point to exactly one cluster. However, several real world datasets have inherently overlapping clusters i...
105
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CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
Model order selection and cue combination are both difficult open problems in the area of clustering. In this work we build upon stability-based approaches to develop a new method...
80
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
In many clustering applications, the user has some vague notion of the number and membership of the desired clusters. However, it is difficult for the user to provide such knowled...
CEC
2005
IEEE
15 years 6 months ago
2005
IEEE
In previous work, we have proposed a novel approach to data clustering based on the explicit optimization of a partitioning with respect to two complementary clustering objectives ...
124
Voted
SIGIR
2004
ACM
15 years 6 months ago
2004
ACM
Organizing Web search results into clusters facilitates users' quick browsing through search results. Traditional clustering techniques are inadequate since they don't g...