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Nonlinear dimensionality reduction

  • 非线性降维

网络释义英英释义

  书名

... 作者: Lee, John A./ Verleysen, Michel 书名: Nonlinear Dimensionality Reduction 出版社: Springer Verlag ...

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Nonlinear dimensionality reduction

  • abstract: High-dimensional data, meaning data that requires more than two or three dimensions to represent, can be difficult to interpret. One approach to simplification is to assume that the data of interest lie on an embedded non-linear manifold within the higher-dimensional space.

以上来源于: WordNet

双语例句

  • The original nonlinear dimensionality reduction algorithms are non-supervised, which can't directly be applied in pattern recognition.

    原始非线性维数约减算法无监督的,不能直接用于模式识别

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  • The Locaally linear Embedding (LLE) algorithm is an effective technique for nonlinear dimensionality reduction of high-dimensional data.

    局部线性嵌入(LLE)算法有效非线性方法,时间复杂度低并具有强的流形表达能力。

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