| 有标记的文本聚类方法研究 |
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| 引用本文： | 吴铁洲,孙杨,夏防震.有标记的文本聚类方法研究[J].舰船电子工程,2009,29(4):104-106. |
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| 作者姓名： | 吴铁洲 孙杨 夏防震 |
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| 作者单位： | 湖北工业大学电气与电子工程学院,武汉,430068 |
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| 摘 要： | 聚类分析是一种模式识别无监督的分类方法。对于根据类别先验知识已经分类的文本,提出一种有标记的文本聚类分类方法。这种方法是在模糊聚类算法基础上进行了改进,通过有标记的文本样本,利用模糊聚类算法提取分类规则,然后用模糊推理方法进行分类的一种算法。文中讨论了此算法的具体数学模型,给出了算法流程。并通过实验验证了这种聚类方法是一种有效的文本分类手段。
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| 关 键 词： | 聚类 模糊聚类算法 文本分类 有标记的文本 |
A Method of Clustering with Marked Text |
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| Wu Tiezhou,Sun Yang,Xia Fangzhen.A Method of Clustering with Marked Text[J].Ship Electronic Engineering,2009,29(4):104-106. |
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| Authors: | Wu Tiezhou Sun Yang Xia Fangzhen |
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| Institution: | School of Electronical & Electronic Engin.;Hubei Univ.of Technology;Wuhan430068 |
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| Abstract: | Clustering is a kind of pattern recognition and unsupervised classification. Based on the type of a priori knowledge of the classified version, this paper describes a method with the clustering in text categorization. This paper describes a method with the clustering in text categorization, which obtains the rule of marked text by fuzzy clustering algorithm and category by fuzzy reasoning methods. The paper discusses this specific mathematical model of the algorithm , and gives the algorithm process. Finall... |
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| Keywords: | clustering fuzzy clustering algorithm text categorization marked text |
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