| 基于免疫算法的多维关联规则挖掘方法 |
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| 引用本文： | 彭银香,何小东,朱志勇.基于免疫算法的多维关联规则挖掘方法[J].微计算机信息,2007,23(3):171-173. |
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| 作者姓名： | 彭银香 何小东 朱志勇 |
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| 作者单位： | 1. 410004,长沙中南林业科技大学
2. 410003,湖南长沙,长沙学院 |
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| 摘 要： | 关联规则挖掘是一个重要的数据挖掘问题,文章给出了一种基于免疫算法的多维关联规则挖掘算法,算法充分利用了免疫记忆特性,把挖掘的关联规则存入记忆库,加快了关联规则的挖掘速度。实验结果表明该算法具有较好的鲁棒性,能快速、有效地进行全局优化搜索。特别适用于大规模、海量数据库的挖掘。
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| 关 键 词： | 数据挖掘 关联规则 免疫算法 |
| 文章编号： | 1008-0570(2007)01-3-0171-03 |
| 修稿时间： | 2006年10月25 |
The Method of Mining Association Rules Based on Immune Algorithm |
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| PENG YINXIANG,HE XIAODONG,ZHU ZHIYONG.The Method of Mining Association Rules Based on Immune Algorithm[J].Control & Automation,2007,23(3):171-173. |
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| Authors: | PENG YINXIANG HE XIAODONG ZHU ZHIYONG |
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| Abstract: | Association rules mining is very important in the application of data mining. In this paper ,a method of mining association rules is proposed based on immune algorithm. This algorithm has make use of the immune memory characters, stored the association rules in memory, and has faster speed of mining association rules. Experiment results show that this method can be more quickly and efficiently searched in the whole global, and extremely used for the mining association rules to largescale date base. |
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| Keywords: | data mining association rules immune algorithm |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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