| 基于属性的聚类算法在医生医疗质量评价系统中的应用研究 |
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| 引用本文： | 丁学钧,杨炎,杨克俭,温秀梅.基于属性的聚类算法在医生医疗质量评价系统中的应用研究[J].计算机应用研究,2005,22(3):217-219. |
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| 作者姓名： | 丁学钧 杨炎 杨克俭 温秀梅 |
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| 作者单位： | 1. 河北建筑工程学院,计算机系,河北,张家口,075024
2. 北京军区第二五一医院,信息中心,河北,张家口,075000 |
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| 摘 要： | 从数据挖掘的概念入手, 以数据结构的角度看待数据挖掘的研究对象, 对数据挖掘的重要工具——聚类做了深入的论述, 把聚类分为基于数据元素的Q 型聚类和基于属性的R 型聚类, 着重讨论了R 型聚类, 论述了相关的概念、技术和算法。最后介绍了一个实际应用系统———医生医疗质量评价系统, 提出了一些新的观点及算法设计思路。
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| 关 键 词： | 数据挖掘 聚类 属性 模糊聚类算法 综合评价 |
| 文章编号： | 1001-3695(2005)03-0217-03 |
Application Research of Clustering Algorithm Based on Attribute in Evaluate System of Doctor Medical Treatment Quality |
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| DING Xue-jun,YANG Yan,YANG Ke-jian,WEN Xiu-mei.Application Research of Clustering Algorithm Based on Attribute in Evaluate System of Doctor Medical Treatment Quality[J].Application Research of Computers,2005,22(3):217-219. |
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| Authors: | DING Xue-jun YANG Yan YANG Ke-jian WEN Xiu-mei |
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| Abstract: | Derived from that the concept of data mining is widely recognized, and many interrelated technologies and products are appeared. This thesis starts with the concept of data mining, looks on research object of data mining in the perspective of data structure, discusses the cluster( the important tool of data mining) in depth, and classifies cluster into Q cluster based on data element and R cluster based on attribute. The thesis emphasizes R cluster and discusses interrelated concepts, technology and algorithm. At last, this thesis introduces a practical application system: the evaluate system of doctor medical treatment quality, puts forward some new viewpoint and algorithm designing method and attempts to discuss in theory and practice. |
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| Keywords: | Data Mining Cluster Attribute Fuzzy Clustering Algorithm Comprehensive Evaluation |
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