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self-organizing map

self organizing

  • It can be divided into three parts: Introduce the method of detecting outlier by Self Organizing Map on the base of comparing existing detection methods of outlier;

    组织映射检测结果的基础提出两个互补结合领域知识区分不同类型异常数据方法

    dict.cnki.net

  • Self Organizing Map is a method of artificial neural network, which implements pattern recognition and data clustering simultaneously.

    组织特征映射人工神经网络方法可以同时实现模式识别数据分类

    dict.cnki.net

  • In this paper, the Self Organizing Map (SOM) learning and classification algorithms are modified.

    本文改进组织映射学习分类算法

    dict.cnki.net

  • As a method of neural network, the self-organizing map(SOM) is an excellent tool for data mining, machine learning and pattern classification.

    组织特征映射作为一种神经网络方法数据挖掘机器学习模式分类中得到了广泛应用

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  • Further more, the pattern identification model of boiler operation based on self-organizing map (SOM) networks is established.

    此基础上,建立基于组织特征映射网络SOM锅炉运行模式识别模型

    dict.cnki.net

  • And for some applications, higher capability of neighborhood preservation is required so a dimension-increasing self-organizing map is presented as a solution.

    因此一个学习中可以渐增神经元阵列维度自我组织相邻关系保存要求较高情况下,提供了一个解答

    140.118.33.11

  • In this paper, we propose a model-based, self organizing feature map algorithm for the clustering of variable-length sequences.

    本文提出一种基于模型的、适合符号序列组织聚类算法

    dict.cnki.net

  • The next step is by means of self-organizing map analysis(SOMA), finding out the clustering number and its centers automatically.

    然后根据竞争特征映射点的密度分布图利用组织映射分析方法确定图像颜色中心

    dict.cnki.net

  • A management model for diagnosis of blast furnace operative profile has been developed based on self organizing feature map(SOFM) and is applied in analysis of WISCO's No.

    利用组织特征映射人工神经网络理论(SOFM),开发了一个高炉操作诊断管理模型

    dict.cnki.net

  • A new approach which is called asymmetric self-organizing map is proposed in this paper to address this problem.

    本文现有的组织方法进行了分析和改进,提出非对称组织映射模型

    danci.911cha.org

  • Self Organizing Feature Map(SOM)network can extract the internal features of parameter by self organizing and reflect them on the classified map. It can be used in problems of pattern recognition.

    组织特征映射SOM神经网络通过组织有效地提取各特征参数内在特征映射分类模板可以用于各种模式识别问题

    dict.cnki.net

  • 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组织映射

    dict.cnki.net

  • Two normalized lead electrocardiogram data were fit to the first layer self-organizing map, with the outputs used as the input to the second layer to achieve clustering results.

    此方法将归一化联心数据作为第一组织映射网络的输入输出作为二层组织映射输入,最后得到聚类结果

    dict.cnki.net

  • According to these limitations, this paper presents an automated pattern classification method of Self-Organizing Map Neural Network(SOMNN) combining with Generalized Regression Neural Network(GRNN).

    针对这些缺陷提出一种非监督组织神经网络SOMNN监督的广义回归网络GRNN结合全自动模式分类方法

    dict.cnki.net

  • In this paper, a new image coding scheme based on wavelet transform and Hierrchical-classified vector quantization (HVCQ) using Self Organizing Feature Map(SOFM) neural network is presented.

    作者提出了一基于小波分解及采用组织特征映射神经网络进行分层分类矢量量化静态图像压缩编码方法

    dict.cnki.net

  • A speech training method using output-layer visualization of Self-Organizing Map(SOM) is proposed.

    提出了一种利用SOM网络输出可视化特点进行语音训练方法

    kns50.chkd.cnki.net

  • A management model for diagnosis of blast furnace operative profile has been developed based on self organizing feature map(SOFM) and is applied in analysis of WISCO's No. 1 blast furnace.

    利用组织特征映射人工神经网络理论(SOFM),开发了一个高炉操作诊断管理模型

    www.chemyq.com

  • 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.

    研究针对问题,提出改良映射直接处理种类型态混合型态资料同时在投射后的维度空间,反映维度资料之间相似度

    dj.iciba.com

  • An efficient method of remote sensing target recognition based on self-organizing map (SOM) neural network incorporating with support vector machines is proposed in this paper.

    提出了一基于组织特征映射SOM神经网络支撑矢量(SVM)相结合遥感图像目标识别方法

    dict.cnki.net

  • This model combined the port number matching with machine learning, and applied Self-Organizing Map (SOM) of which the output result is visual.

    方案结合口号匹配机器学习分类方法采用输出结果可视化组织映射网络算法实现网络流量在应用层分类。

    www.joca.cn

  • According to these limitations, this paper presents an automated pattern classification method of Self-Organizing Map Neural Network(SOMNN) combining with Generalized Regression Neural Network(GRNN).

    这里介绍一种利用组织神经网络识别曲线形态方法

    www.dictall.com

  • An efficient target recognition method for large scale data is proposed in this paper, which is based on self-organizing map (SOM) neural network and support vector machines (SVMs).

    介绍了支撑矢量机的分类机理 ,并针对大规模数据讨论训练分类中存在的问题及典型解决方法

    www.dictall.com

  • The sample sore using neural network is a new study problem, this paper classifies zoology city by using self-organizing feature map neural network.

    神经网络用于样本分类一个新的研究课题本文利用组织特征映射神经网络,对生态城市进行分类

    www.dictall.com

  • This paper introduces a method of recognition of vehicle licence plate Chinese character based on self-organizing feature map network(SOM).

    本文介绍了一种基于组织特征映射网络车牌照汉字识别方法

    dict.cnki.net

  • Then a classified frequency sensitive self-organizing feature map(CFSSOM) was proposed for the codebook training.

    SOM算法进行了改进,提出了一种分类频率敏感组织特征映射CFSSOM算法

    dict.cnki.net

  • Then a classified frequency sensitive self-organizing feature map(CFSSOM) was proposed for the codebook training.

    SOM算法进行了改进,提出了一种分类频率敏感组织特征映射CFSSOM算法

    dict.cnki.net

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