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Registro Completo |
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Biblioteca(s): |
Embrapa Agricultura Digital. |
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Data corrente: |
06/07/2011 |
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Data da última atualização: |
12/07/2011 |
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Autoria: |
LEE, J. A.; VERLEYSEN, M. |
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Afiliação: |
JOHN A. LEE, Université catholique de Louvain; MICHEL VERLEYSEN, Université catholique de Louvain. |
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Título: |
Nonlinear dimensionality reduction. |
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Ano de publicação: |
2007 |
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Fonte/Imprenta: |
New York: Springer, 2007. |
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Páginas: |
308 p. il. |
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Série: |
(Information science and statistics). |
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ISBN: |
978-0-387-39350-6 |
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Idioma: |
Inglês |
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Conteúdo: |
High-dimensional data. Characteristics of an analysis method. Estimation of the intrinsic dimension. Distance preservation. Topology preservation. Method comparisons. Conclusions. Matrix calculus. Gaussian variables. Optimization. Vector quantization. Graph building. Implementation issues. |
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Palavras-Chave: |
Computational complexity; Visualization. |
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Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
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Marc: |
LEADER 00766nam a2200181 a 4500
001 1895203
005 2011-07-12
008 2007 bl uuuu 00u1 u #d
020 $a978-0-387-39350-6
100 1 $aLEE, J. A.
245 $aNonlinear dimensionality reduction.
260 $aNew York: Springer$c2007
300 $a308 p. il.
490 $a(Information science and statistics).
520 $aHigh-dimensional data. Characteristics of an analysis method. Estimation of the intrinsic dimension. Distance preservation. Topology preservation. Method comparisons. Conclusions. Matrix calculus. Gaussian variables. Optimization. Vector quantization. Graph building. Implementation issues.
653 $aComputational complexity
653 $aVisualization
700 1 $aVERLEYSEN, M.
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Registro original: |
Embrapa Agricultura Digital (CNPTIA) |
