Select 3 as the maximum number of clusters and Kohonen as the clustering algorithm.
选择3作为集群的最大值并用Kohonen作为集群算法。
Kohonen. The mapping tends to preserve the topological relationships of signal domains.
由于其有序性,使得信号空间图成为许多输入信息及其关系的群落图。
This paper proposed a new model of dynamic fuzzy Kohonen neural network (TGFCM), which was applied to the text clustering.
提出了一种新的动态模糊自组织神经网络模型(TGFCM),并将其用于文本聚类中。
The classification of different wood materials for papermaking based on near-infrared spectroscopy and Kohonen network was carried out.
使用近红外光谱法对不同的造纸木材原料进行了快速分类与评价。
The algorithm of two-dimensional Kohonen network is improved from serval aspects such as neighborhood function, learning rate, etc. It is applied into tobacco clustering.
本章重点从邻域函数、学习率调整等方面研究了二维网络的改进算法,并将之应用于烟叶动态分类问题。
The RBF network possesses the advantages of Kohonen and regression networks. A test was performed to prove the effectiveness of RBF to complement the incomplete spatial information.
利用径向基人工神经网络(RBF)同时具有自组织神经网络和回归网络的优点,可以对缺失数据进行预测。
The result shows that the fusion image using the modified Kohonen networks in better than that using the Kohonen networks only, and the classification accuracy is improved about 8 percent.
实验结果表明,应用基于改进的自组织映射网络模型进行融合,分类融合结果较好,较基于基本自组织映射网络的影像融合分类精度提高约8%。
The result shows that the fusion image using the modified Kohonen networks in better than that using the Kohonen networks only, and the classification accuracy is improved about 8 percent.
实验结果表明,应用基于改进的自组织映射网络模型进行融合,分类融合结果较好,较基于基本自组织映射网络的影像融合分类精度提高约8%。
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