5096 search results - page 269 / 1020 » Landscape of Clustering Algorithms |
178
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DBISP2P
2008
Springer
15 years 8 months ago
2008
Springer
K-Means clustering is widely used in information retrieval and data mining. Distributed K-Means variants have already been proposed, but none of the past algorithms scales to large...
161
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IJDMB
2007
15 years 6 months ago
2007
: The increasing availability of protein-protein interaction graphs (PPI) requires new efficient tools capable of extracting valuable biological knowledge from these networks. Amon...
176
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SAC
2008
ACM
15 years 6 months ago
2008
ACM
In this paper we propose a unified clustering algorithm for both homogeneous and heterogeneous XML documents. Depending on the type of the XML documents, the proposed algorithm mo...
134
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CVPR
1999
IEEE
16 years 8 months ago
1999
IEEE
We present a stochastic clustering algorithm which uses pairwise similarity of elements, based on a new graph theoretical algorithm for the sampling of cuts in graphs. The stochas...
187
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CVPR
2008
IEEE
16 years 8 months ago
2008
IEEE
We propose a variational bayes approach to the problem of robust estimation of gaussian mixtures from noisy input data. The proposed algorithm explicitly takes into account the un...