| 基于模糊聚类的模糊关联规则在流程企业中的应用 |
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| 引用本文： | 闫伟,张浩,陆剑峰. 基于模糊聚类的模糊关联规则在流程企业中的应用[J]. 计算机应用, 2005, 25(11): 2676-2678 |
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| 作者姓名： | 闫伟 张浩 陆剑峰 |
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| 作者单位： | 同济大学,CIMS研究中心,上海,200092;上海电力学院,电力与自动化学院,上海,200092 |
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| 基金项目： | 国家863计划项目（2002AA412410） |
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| 摘 要： | 采用数据挖掘中的模糊聚类分析了流程企业中历史数据的区间值，然后用模糊关联规则挖掘出有用的规则。首先阐述了模糊聚类的RFCM算法和关联规则的Apriori算法的内容，分析了实现模糊关联规则的Fuzzy_ClustApriori算法流程，并用RFCM算法对实际数据进行分析，得到不同类别的模糊数。根据Fuzzy_ClustApriori算法的步骤对模糊化的参数点进行处理，得到了有价值的模糊规则，为流程企业的生产优化提供了理论依据。
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| 关 键 词： | 数据挖掘 模糊聚类 模糊关联规则 RFCM算法 fuzzy_ClustApriori算法 流程企业 |
| 文章编号： | 1001-9081（2005）11-2676-03 |
| 收稿时间： | 2005-05-18 |
| 修稿时间： | 2005-05-18 |
Mining fuzzy association rules for processing industry based on fuzzy clustering |
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| YAN Wei,ZHANG Hao,LU Jian-feng. Mining fuzzy association rules for processing industry based on fuzzy clustering[J]. Journal of Computer Applications, 2005, 25(11): 2676-2678 |
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| Authors: | YAN Wei ZHANG Hao LU Jian-feng |
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| Affiliation: | 1.CIMS Center,Tongji University,Shanghai 200092,China;2.School of Electric Power and Automatic Engineering,Shanghai University of Electric Power,Shanghai 200092,China |
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| Abstract: | To optimize processing industry's production,the large history data were analyzed by fuzzy association rules.Firstly,the RFCM algorithm and Apriori algorithm were expounded.The production parameters were fuzzed by fuzzy clustering algorithm.Depending on Fuzzy_ClustApriori algorithm,the fuzzy association rules were studied and implemented in processing industry.Then the valuable fuzzy rules were got.Based on the rules,the production of processing industry can be improved. |
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| Keywords: | data mining fuzzy clustering fuzzy association rules RFCM algorithm Fuzzy ClustApriori algorithm processing industry |
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