| 基于多克隆选择的多维关联规则挖掘算法 |
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| 引用本文： | 刘芳,孙杨军.基于多克隆选择的多维关联规则挖掘算法[J].复旦学报(自然科学版),2004,43(5):742-745,749. |
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| 作者姓名： | 刘芳 孙杨军 |
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| 作者单位： | 西安电子科技大学,计算机学院,西安,710071;西安电子科技大学,计算机学院,西安,710071 |
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| 基金项目： | 国家自然科学基金资助项目(60133010，60372045)，国家863计划(2002AA135080) |
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| 摘 要： | 通过引入多克隆选择算法的思想，提出了一种基于多克隆选择的关联规则挖掘算法．仿真对比试验表明，该算法加快了关联规则挖掘的收敛速度，具有更强的全局与局部搜索能力，与基于进化算法和基于免疫算法的关联规则挖掘算法相比，明显提高了所得关联规则的准确率．
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| 关 键 词： | 数据挖掘 关联规则挖掘 多克隆选择算法 |
| 文章编号： | 0427-7104(2004)05-0742-04 |
A Novel Association-Rule Mining Algorithm Based on the Polyclonal Selection Algorithm |
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| LIU Fang,SUN Yang-jun.A Novel Association-Rule Mining Algorithm Based on the Polyclonal Selection Algorithm[J].Journal of Fudan University(Natural Science),2004,43(5):742-745,749. |
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| Authors: | LIU Fang SUN Yang-jun |
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| Abstract: | A novel association-rule mining algorithm based on the polyclonal selection algorithm is proposed. The simulations show that this algorithm has faster convergence speed ,more powerful global and local searching ability,better self-adaptation ability and better operable ability rather than traditional association-rule mining algorithms. |
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| Keywords: | data mining association-rule mining polyclonal selection algorithm |
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