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186
Voted
NIPS
2003
15 years 9 months ago
2003
A novel approach to combining clustering and feature selection is presented. It implements a wrapper strategy for feature selection, in the sense that the features are directly se...
235
Voted
PAMI
2008
15 years 7 months ago
2008
We present a novel probabilistic latent variable model to perform linear dimensionality reduction on data sets which contain clusters. We prove that the maximum likelihood solution...
238
Voted
FAST
2011
14 years 11 months ago
2011
As data have been growing rapidly in data centers, deduplication storage systems continuously face challenges in providing the corresponding throughputs and capacities necessary t...
219
Voted
SBCCI
2003
ACM
16 years 28 days ago
2003
ACM
Unsupervised clustering is a powerful technique for understanding multispectral and hyperspectral images, being k-means one of the most used iterative approaches. It is a simple th...
241
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GIS
2009
ACM
16 years 8 days ago
2009
ACM
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