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Multivariate statistics / Dimension reduction / Machine learning / Information retrieval / Functional analysis / Principal component analysis / Johnson–Lindenstrauss lemma / Latent semantic indexing / Curse of dimensionality / Statistics / Algebra / Mathematics


Random projection in dimensionality reduction: Applications to image and text data Ella Bingham and Heikki Mannila ∗
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Document Date: 2014-09-26 08:40:32


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File Size: 141,85 KB

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Oxford / /

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Neural Information Processing Systems / IEEE Press / Neural Networks / IEEE Computer Society Press / LSI / Database Systems / Nokia / PWS Publishing / McGraw-Hill / /

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United States / United Kingdom / Finland / /

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Facility

Laboratory of Computer / Helsinki University of Technology / Information Science Helsinki University of Technology P.O. Box / International Computer Science Institute / /

IndustryTerm

nearest-neighbor search / dimensionality reduction tool / inner product / inner products / Image processing / data mining problem / data mining / EM algorithms / similarity search / data processing methods / /

Organization

International Computer Science Institute / Laboratory of Computer / Data Organization / Computational Intelligence / Helsinki University of Technology / /

Person

M. Sonka / V / Kohonen Maps / Heikki Mannila / Ella Bingham / /

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RT / /

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California / /

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Theory of Computing / /

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image compression / machine vision / neural network / data mining / Image processing / EM algorithms / Two algorithms / /

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