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36

ICDM
2007
IEEE

149views Data Mining» more ICDM 2007»

Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization

14 years 5 months ago

Consensus clustering and semi-supervised clustering are important extensions of the standard clustering paradigm. Consensus clustering (also known as aggregation of clustering) ca...

Tao Li, Chris H. Q. Ding, Michael I. Jordan

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20

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MSS
2007
IEEE

79views Hardware» more MSS 2007»

Inter-node Communication in Peer-to-Peer Storage Clusters

14 years 5 months ago

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Storage clusters try to transfer the idea of cluster com puting into the storage domain and to scale capacity and performance by simply adding new cluster components. This paper...

André Brinkmann, Sascha Effert

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32

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NIPS
2004

118views Information Technology» more NIPS 2004»

Semi-supervised Learning with Penalized Probabilistic Clustering

14 years 7 days ago

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While clustering is usually an unsupervised operation, there are circumstances in which we believe (with varying degrees of certainty) that items A and B should be assigned to the...

Zhengdong Lu, Todd K. Leen

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26

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CCGRID
2007
IEEE

112views Distributed And Parallel Com...» more CCGRID 2007»

Overdrive Controllers for Distributed Scientific Computation

14 years 5 months ago

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Justin M. Wozniak

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