| 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. |
| 关键词: 分类 关联规则 概念格 集成挖掘 |
| DOI： |
| 分类号: |
| 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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| An Integrated Mining Approach for Classification and Association Rule Based on Concept Lattice |
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HU Ke-yun,LU Yu-chang,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. |
| Key words: classification association rule concept lattice integrated mining |
