现代电子技术2008,Vol.31Issue(4):100-102,3.
Application of a New Fuzzy Clustering Algorithm in Intrusion Detection
Application of a New Fuzzy Clustering Algorithm in Intrusion Detection
摘要
Abstract
This paper presents a new Section Set Adaptive FCM algorithm. The algorithm solved the shortcomings of localoptimality, unsure classification and clustering numbers ascertained previously. And it improved on the architecture of FCM al-gorithm, enhanced the analysis for effective clustering. During the clustering processing, it may adjust clustering numbers dy-namically. Finally, it used the method of section set decreasing the time of classification. By experiments, the algorithm can im-prove dependability of clustering and correctness of classification.关键词
Fuzzy clustering / Clustering Numbers/ Section Set Adaptive Algorithm/ Network SecurityKey words
Fuzzy clustering / Clustering Numbers/ Section Set Adaptive Algorithm/ Network Security分类
信息技术与安全科学引用本文复制引用
..Application of a New Fuzzy Clustering Algorithm in Intrusion Detection[J].现代电子技术,2008,31(4):100-102,3.基金项目
Supported by Science and Researching Foundation of Jiamusi University (L2006-12) (L2006-12)