| 基于模糊最大散度差判别准则的自适应特征提取模糊聚类算法 |
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| 引用本文： | 支晓斌,范九伦.基于模糊最大散度差判别准则的自适应特征提取模糊聚类算法[J].电子学报,2011,39(6):1358-1363. |
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| 作者姓名： | 支晓斌 范九伦 |
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| 作者单位： | 西安电子科技大学电子工程学院;西安邮电学院通信与信息工程学院; |
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| 基金项目： | 国家自然科学基金(No.60572133); 陕西省教育厅研究项目(No.2010JK835) |
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| 摘 要： | 指出皋军等人提出的基于模糊最大散度差判别准则(Fuzzy Maximum Scatter Difference Discriminant Criterion,FMSDC)的聚类算法(Fuzzy Maximum Scatter Difference Diseriminant Criterion Based Cluster...
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| 关 键 词： | 模糊聚类 模糊最大散度差判别准则 特征提取 模糊紧性分离性算法 |
| 收稿时间： | 2010-01-26 |
Adaptive Feature Extraction Fuzzy Clustering Algorithm Based on Fuzzy Maximum Scatter Difference Discriminant Criterion |
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| ZHI Xiao-bin,FAN Jiu-lun.Adaptive Feature Extraction Fuzzy Clustering Algorithm Based on Fuzzy Maximum Scatter Difference Discriminant Criterion[J].Acta Electronica Sinica,2011,39(6):1358-1363. |
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| Authors: | ZHI Xiao-bin FAN Jiu-lun |
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| Affiliation: | ZHI Xiao-bin1,FAN Jiu-lun2(1.School of Electronic Engineering,Xidian University,Xi'an,Shaanxi 710071,China,2.School of Communication and Information Engineering,Xi'an Institute of Post and Telecommunications,Shaanxi 710121,China) |
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| Abstract: | The derivation mistake of clustering center and the related wrong conclusion in Gao's fuzzy maximum scatter difference discriminant criterion based clustering algorithm(FMSDCA) are pointed out.A new clustering algorithm based on fuzzy maximum scatter difference discriminant criterion(FMSDC),called as fuzzy compactness and separation clustering algorithm based on fuzzy maximum scatter difference discriminant criterion(FMSDC-FCS),is proposed.FMSDC-FCS make use of the FMSDC to generate optimal projection vecto... |
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| Keywords: | fuzzy clustering fuzzy maximum scatter difference discriminant criterion feature extraction fuzzy compact and separation algorithm |
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