5603 search results - page 203 / 1121 » Feature Selection for Clustering |
139
Voted
CEC
2005
IEEE
15 years 10 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 ...
161
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SIGIR
2004
ACM
15 years 10 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...
129
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NIPS
2008
15 years 6 months ago
2008
A novel center-based clustering algorithm is proposed in this paper. We first formulate clustering as an NP-hard linear integer program and we then use linear programming and the ...
132
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COLT
2010
Springer
15 years 3 months ago
2010
Springer
Clustering is a central unsupervised learning task with a wide variety of applications. Not surprisingly, there exist many clustering algorithms. However, unlike classification ta...
118
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ICCV
2007
IEEE
16 years 7 months ago
2007
IEEE
We formulate the problem of scene summarization as selecting a set of images that efficiently represents the visual content of a given scene. The ideal summary presents the most i...