| 一种集成模糊聚类神经网络 |
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| 引用本文： | 黄凤岗,宋克欧.一种集成模糊聚类神经网络[J].哈尔滨工程大学学报,1997,18(3):82-85. |
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| 作者姓名： | 黄凤岗 宋克欧 |
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| 作者单位： | 哈尔滨工程大学计算机与信息科学系 |
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| 摘 要： | 在分析了模糊ＡＲＴ网和ＢＰ网的基础上，提出了把模糊ＡＲＴ网的结构自适应能力和ＢＰ网良好记忆能力结合起来的思想，构成一种集成模糊聚类神经网络，该网络的特点是：类别数不需预先确定，分类效果优于模糊ＡＲＴ网和ＢＰ网。
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| 关 键 词： | ART网 BP网 自适应模糊 聚类 神经网络 |
An Integrated Fuzzy Clustering Neural Network |
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| Huang Fenggang,Song Keou.An Integrated Fuzzy Clustering Neural Network[J].Journal of Harbin Engineering University,1997,18(3):82-85. |
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| Authors: | Huang Fenggang Song Keou |
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| Abstract: | Based on the investigation in fuzzy ART networks and BP networks ,we provide an integrated fuzzy clustering neural network(FAB).It combines the structure adaption of fuzzy ART network with the good memory of BP network.The number of clusters is not necessary to be predetermined.FAB demonstrates the ability to cluster with fewer misclassifications comparable to fuzzy ART networks and BP networks. |
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| Keywords: | cluster analysis ART networks BP networks adaptive fuzzy clustering |
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