| 基于概念格的分类和关联规则的集成挖掘方法 |
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| 引用本文： | 胡可云,陆玉昌,石纯一.基于概念格的分类和关联规则的集成挖掘方法[J].软件学报,2000,11(11):1478-1484. |
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| 作者姓名： | 胡可云 陆玉昌 石纯一 |
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| 作者单位： | 清华大学,计算机科学与技术系,北京,100084 |
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| 基金项目： | 国家自然科学基金资助项目(79990580);国家重点基础研究 发展规划资助项目(G1998030414);国家“九五”攀登计划预研资助项目 |
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| 摘 要： | 改进了一个Bordat的建格算法,使之适合于集成挖掘的需要,进而提出一个从概念格上提取关 联规则和分类规则的算法,实现了关联规则和分类规则的挖掘在概念格框架下的统一.实验证明了算法的有效性.
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| 关 键 词： | 分类 关联规则 概念格 集成挖掘 |
| 收稿时间： | 1999/5/20 0:00:00 |
| 修稿时间： | : |
An Integrated Mining Approach for Classification and Association Rule Based on Concept Lattice |
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| HU Ke-yun,LU Yu-chang and SHI Chun-yi.An Integrated Mining Approach for Classification and Association Rule Based on Concept Lattice[J].Journal of Software,2000,11(11):1478-1484. |
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| Authors: | HU Ke-yun LU Yu-chang and SHI Chun-yi |
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| Abstract: | This paper adapts Bordat's lattice construction algorithm to integrated mining, presents a fast algorithm to extract both association and classification rul es from concept lattice. It is shown that classification and association rules m ining can be unified under concept lattice framework. Experimental evaluation pr oved the validity of the algorithm. |
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| Keywords: | classification association rule concept lattice integrated mining |
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