| 采掘关联规则的高效并行算法 |
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| 引用本文： | 铁治欣,陈奇,俞瑞钊. 采掘关联规则的高效并行算法[J]. 计算机研究与发展, 1999, 24(8): 948-953 |
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| 作者姓名： | 铁治欣 陈奇 俞瑞钊 |
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| 作者单位： | 浙江大学人工智能研究所,杭州,310027 |
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| 摘 要： | 采掘关联规则是数据采掘领域的一个重要问题。文中对采掘关联规则问题进行了简单的回顾，给出了一种提高顺序采掘关联规则效率的方法；分析了已有并采掘关联规则算法的优缺点；设计了一个效率较高的并行采掘关联规则的算法ＰＭＡＲ；并与其它相应算法进行了比较，实验证明，算法ＰＭＡＲ是有效的。
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| 关 键 词： | 数据采掘 关联规则 并行算法 |
AN EFFICIENT PARALLEL ALGORITHM FOR MINING ASSOCIATION RULES |
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| TIE Zhi-Xin,CHEN Qi,YU Rui-Zhao. AN EFFICIENT PARALLEL ALGORITHM FOR MINING ASSOCIATION RULES[J]. Journal of Computer Research and Development, 1999, 24(8): 948-953 |
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| Authors: | TIE Zhi-Xin CHEN Qi YU Rui-Zhao |
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| Abstract: | Mining association rules is an important data mining problem. The problem of mining association rules is simply reviewed in the paper here. A method to improve efficiency of sequential mining association rules is given. The advantage and disadvantage of the existing parallel mining algorithms are analyzed. A more efficient parallel algorithm for mining association rules PMAR is presented. Comparison with other parallel algorithms is carried out. The experiments show that PMAR is efficient. |
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| Keywords: | data mining association rules parallel algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
