| 基于多层支撑矢量机分类算法提取最优抗体集的研究 |
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| 引用本文： | 余剑. 基于多层支撑矢量机分类算法提取最优抗体集的研究[J]. 煤炭技术, 2011, 30(7) |
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| 作者姓名： | 余剑 |
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| 作者单位： | 柳州职业技术学院,广西,柳州,545006 |
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| 摘 要： | 提出在危险模式入侵检测系统中使用利用多层支撑矢量机分类算法对免疫克隆算法对原始数据的行为特征集进行优化获得的最优抗体集合,可以大大缩短危险模式入侵检测系统抗体模式库的训练时间。
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| 关 键 词： | 入侵检测 危险模式 支撑矢量机 |
Study of Most Optimal Algorithm to Getting Antibody Set in DT-IDS Based on Multi-layer SVM Algorithms |
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| YU Jian. Study of Most Optimal Algorithm to Getting Antibody Set in DT-IDS Based on Multi-layer SVM Algorithms[J]. Coal Technology, 2011, 30(7) |
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| Authors: | YU Jian |
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| Abstract: | This Paper presents a new method that we apply Immunodominance Clone Algorithms to generalize the antibody set in the DT-IDS.Utilizing multi-layer classifier model based on SVM ensemble with boosting in antibody set when the training time is less than before. |
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| Keywords: | intrusion detection system danger model support vector machine |
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