1313 search results - page 166 / 263 » Dimensionality Reduction for Classification |
109
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ICPR
2002
IEEE
16 years 4 months ago
2002
IEEE
This paper considers a recently proposed method for unsupervised learning and dimensionality reduction, locally linear embedding (LLE). LLE computes a compact representation of hi...
115
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ICPR
2002
IEEE
16 years 4 months ago
2002
IEEE
Manifold Pursuit (MP) extends Principal Component Analysis to be invariant to a desired group of image-plane transformations of an ensemble of un-aligned images. We derive a simpl...
125
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ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
113
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CVPR
2010
IEEE
15 years 11 months ago
2010
IEEE
We propose a new family of algorithms for denoising data assumed to lie on a low-dimensional manifold. The algorithms are based on the blurring mean-shift update, which moves each...
130
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CBMS
2009
IEEE
15 years 10 months ago
2009
IEEE
In this paper, we present a content-based image retrieval (CBIR) system called MammoSVD. This CBIR system is developed based on breast density – fatty or dense, and the database...