| 基于人工免疫系统的关联规则挖掘算法 |
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| 引用本文： | 梁美莲,梁家荣,郭晨.基于人工免疫系统的关联规则挖掘算法[J].计算机应用,2004,24(8):50-53. |
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| 作者姓名： | 梁美莲 梁家荣 郭晨 |
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| 作者单位： | 广西大学,计算机与电子信息学院,广西,南宁,530004 |
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| 基金项目： | 国家自然科学基金项目 (60 0 640 0 2 ) |
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| 摘 要： | 给出了一个基于人工免疫系统的关联规则挖掘算法。将训练数据作为抗原，候选模式作为人工识别球(ARB)，通过免疫学习生成频繁模式并以免疫记忆的形式加以保存，最终生成关联规则。所给的应用实例说明本算法是可行、有效的。
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| 关 键 词： | 人工免疫系统 AIS 人工识别球 数据挖掘 关联规则 频繁集 |
| 文章编号： | 1001-9081(2004)08-0050-04 |
Association rule mining algorithm based on artificial immune system |
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| LIANG Mei-lian,LIANG Jia-rong,GUO Chen.Association rule mining algorithm based on artificial immune system[J].journal of Computer Applications,2004,24(8):50-53. |
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| Authors: | LIANG Mei-lian LIANG Jia-rong GUO Chen |
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| Abstract: | In this paper, an algorithm for association rule mining is proposed based on artificial immune system. Training data are regarded as antigens and candidate patterns are regarded as artificial recognition balls. Frequent patterns, from which association rules are generated, are found through the immune learning and stored as the immune memory. A simulated example shows that the algorithm is very effective. |
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| Keywords: | artificial immune system AIS ARB data mining association rule frequent itemset |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
