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| 基于TLR异常检测系统的DC算法研究 | |
| 引用本文： | 郭晨,梁家荣,罗超,彭硕.基于TLR异常检测系统的DC算法研究[J].山东大学学报(理学版),2012,47(5):93-97. |
| 作者姓名： | 郭晨 梁家荣 罗超 彭硕 |
| 作者单位： | 1. 井冈山大学电子与信息工程学院,江西吉安,343009 2. 广西大学计算机与电子信息学院,广西南宁,530004 3. 井冈山大学现代教育技术中心,江西吉安,343009 |
| 基金项目： | 国家自然科学基金资助项目(61064002);江西省教育厅青年基金项目(GJJ11029) |
| 摘 要： | 在数据异常检测实验中,针对传统DC(Dendritic Cell)算法的检测不够精确的问题,结合生物免疫体系中天然免疫的TLR(Toll-Like Receptor)的工作机制,提出一种基于TLR异常检测系统的DC算法。该算法首先利用DC算法得到成熟与半成熟的DC,再将这两类DC作为输入提供给TLR进行处理,最后通过对激活TC的刺激水平来判断是否异常。 |
| 关 键 词： | DC算法 TLR 人工免疫 异常检测系统 |
Research on the DC algorithm for an anomaly detection system based on TLR |
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| GUO Chen,LIANG Jia-rong,LUO Chao,PENG Shuo.Research on the DC algorithm for an anomaly detection system based on TLR[J].Journal of Shandong University,2012,47(5):93-97. | |
| Authors: | GUO Chen LIANG Jia-rong LUO Chao PENG Shuo |
| Affiliation: | 1 (1.College of Electronic and Information Engineering,Jinggangshan University,Ji’an 343009,Jiangxi,China; 2.College of Computer and Electronic Information,Guangxi University,Nanning 530004,Guangxi,China; 3.Modern Education Technology Center,Jinggangshan University,Ji’an 343009,Jiangxi,China) |
| Abstract: | To improve the accuracy of traditional Dendritic Cell Algorithms in data abnormality detection tests,we propose the Dendritic Cell Algorithm used by an anomaly detection system based on Toll-Like receptors in combination with the working mechanism of innate immune Toll-Like receptors in the biological immune system.In this algorithm,mature and immature Dendritic Cells are first obtained by using the Dendritic Cell Algorithm,and then provided to the Toll-Like receptors as inputs,and the TC level is activated to judge whether the algorithm is abnormal. |
| Keywords: | Dendritic Cell Algorithm Toll-Like Receptor artificial immune anomaly detection system |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |
