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» Outlier-aware robust clustering

118

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CVPR
2011
IEEE

345views Computer Vision» more CVPR 2011»

A Closed Form Solution to Robust Subspace Estimation and Clustering

14 years 5 months ago

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We consider the problem of ﬁtting one or more subspaces to a collection of data points drawn from the subspaces and corrupted by noise/outliers. We pose this problem as a rank m...

Paolo Favaro, René, Vidal, Avinash Ravichandran

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EUROPAR
2010
Springer

120views Distributed And Parallel Com...» more EUROPAR 2010»

Robust Self-stabilizing Construction of Bounded Size Weight-Based Clusters

14 years 11 months ago

Download www.liafa.jussieu.fr

Colette Johnen, Fouzi Mekhaldi

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NN
2007
Springer

90views Neural Networks» more NN 2007»

Robust Bayesian clustering

14 years 9 months ago

Download www.dice.ucl.ac.be

Cédric Archambeau, Michel Verleysen

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106

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PR
2007

340views more PR 2007»

Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation

14 years 9 months ago

Download parnec.nuaa.edu.cn

— Fuzzy c-means (FCM) algorithms with spatial constraints (FCM_S) have been proven effective for image segmentation. However, they still have the following disadvantages: 1) Alth...

Weiling Cai, Songcan Chen, Daoqiang Zhang

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CCE
2010

121views Software Engineering» more CCE 2010»

A robust clustering method for detection of abnormal situations in a process with multiple steady-state operation modes

14 years 7 months ago

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