5603 search results - page 308 / 1121 » Feature Selection for Clustering |
176
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ICML
2006
IEEE
16 years 7 months ago
2006
IEEE
In supervised kernel methods, it has been observed that the performance of the SVM classifier is poor in cases where the diagonal entries of the Gram matrix are large relative to ...
207
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APNOMS
2007
Springer
16 years 27 days ago
2007
Springer
This paper represents a new clustering approach for wireless sensor network. It is a decentralized algorithm having the topology control information in each sensor node. A post lea...
169
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ICDE
2005
IEEE
16 years 9 days ago
2005
IEEE
We present a novel algorithm called CLICKS, that finds clusters in categorical datasets based on a search for kpartite maximal cliques. Unlike previous methods, CLICKS mines subs...
175
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NIPS
2003
15 years 8 months ago
2003
We argue that K–means and deterministic annealing algorithms for geometric clustering can be derived from the more general Information Bottleneck approach. If we cluster the ide...
139
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ICPR
2008
IEEE
16 years 1 months ago
2008
IEEE
Many applications require matching objects to a predefined, yet highly dynamic set of categories accompanied by category descriptions. We present a novel approach to solving this...