| 改进动态克隆选择算法在邮件过滤中的应用研究 |
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| 引用本文： | 麻小强,伍忠东,王静,王轶群.改进动态克隆选择算法在邮件过滤中的应用研究[J].兰州铁道学院学报,2007,26(6):103-106. |
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| 作者姓名： | 麻小强 伍忠东 王静 王轶群 |
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| 作者单位： | 兰州交通大学电子与信息工程学院 甘肃兰州730070 |
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| 摘 要： | 提出了可控变异和随机变异方法,改进了动态克隆选择算法,建立并实现一种改进的基于人工免疫系统的邮件过滤算法.并采用SpamAssassin垃圾邮件样本对算法性能进行测试.实验结果表明,引入改进的动态克隆选择算法后,该算法对具有变异特性的垃圾邮件能保持较高的正确识别率,具有较好的自适应性和多样性.
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| 关 键 词： | 动态克隆选择算法 垃圾邮件 人工免疫 抗原/抗体 |
| 文章编号： | 1001-4373（2007）06-0103-04 |
| 收稿时间： | 2007-04-29 |
| 修稿时间： | 2007年4月29日 |
Research on an Improved Dynamic Clonal Selection Algorithm Applied to E-mail Filtering |
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| Ma Xiaoqiang,Wu Zhongdong,Wang Jing,Wang Yiqun.Research on an Improved Dynamic Clonal Selection Algorithm Applied to E-mail Filtering[J].Journal of Lanzhou Railway University,2007,26(6):103-106. |
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| Authors: | Ma Xiaoqiang Wu Zhongdong Wang Jing Wang Yiqun |
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| Abstract: | An improving algorithm of e-mail filtering based on the artificial immune system is established and realized,the methods of the controllable-aberrance and random-aberrance are put forwar,and the dynamic clonal selection algorithm is improved.Furthermore,a spam sample called SpamAssassin is applied to testing the performance of algorithm.The result of the experiment shows that the algorithm is able to maintain a higher correct recognition rate for spam which is the character of aberrance after introducing the improved dynamic clonal selection algorithm,and it has better adaptability and multiplicity. |
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| Keywords: | dynamic clonal selection algorithm spam artificial immunology antigen/antibody |
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