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self-organizing map

  • 自组织映射

专业释义英英释义

  • 自组织映射 - 引用次数:57

    Classical feature extraction methods include: Principle Component Analysis、Singular Value Decomposition、Projection Pursuit、Self-Organizing Map, and so on.

    传统的特征提取方法主要有:主分量分析、奇异值分解、投影追踪、自组织映射等。

    参考来源 - 模式分类特征提取中的独立分量分析
    自组织映像
  • 自组织映射 - 引用次数:3

    Then using the Self-Organizing Map network (SOM), the load sequence of one week canbe divided into four load types.

    然后利用自组织映射网络(SOM)对负荷序列进行分类,可将一周负荷分为四种负荷类型。

    参考来源 - 基于小波变换和神经网络的短期负荷预测研究

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Self-organizing map

  • abstract: A self-organizing map (SOM) or self-organizing feature map (SOFM) is a type of artificial neural network (ANN) that is trained using unsupervised learning to produce a low-dimensional (typically two-dimensional), discretized representation of the input space of the training samples, called a map. Self-organizing maps are different from other artificial neural networks in the sense that they use a neighborhood function to preserve the topological properties of the input space.

以上来源于: WordNet

双语例句

  • Classical feature extraction methods include: Principle Component Analysis, Singular Value Decomposition, Projection Pursuit, Self-Organizing Map, and so on.

    传统特征提取方法主要有分量分析奇异分解投影追踪自组织映射

    youdao

  • This paper propose a refined self-organizing map that can directly handle categorical data or hybrid data, map the data to lower dimensions, and also uncover the similarity among data.

    研究针对此问题,提出改良映射图直接处理种类型态混合型态的资料同时在投射后维度空间,反映高维度资料之间相似度。

    youdao

  • Towards the end, I have again given some examples from public life and tried to map it with the Agile and self-organizing concept.

    快到结尾时我会再次公众生活中给出一些例子映射敏捷组织的概念之上。

    youdao

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