期刊论文、会议论文

Xu Chi

英文

Advanced Materials Research

1022-6680

2012

403-408

1479-1482

7th International Conference on MEMS, NANO and Smart Systems (ICMENS 2011)

Advanced Materials Research

NOV 04-06, 2011

Kuala Lumpur, MALAYSIA

[Xu Chi] Hunan City Univ, Network Ctr, Yiyang, Peoples R China.^Hunan City Univ, Yiyang, Peoples R China.

Int Assoc Comp Sci & Informat Technol, Singapore Inst Elect

Yuan, L

KREUZSTRASSE 10, 8635 DURNTEN-ZURICH, SWITZERLAND

TRANS TECH PUBLICATIONS LTD

978-3-03785-312-2

10.4028/www.scientific.net/AMR.403-408.1479

本校为第一且通讯机构

This paper describes in Using Self-Organizing Map (SOM) neural networks and its auto-clustering ability to study intrusion detection. The feature pattern of each SOM unit is constructed using PCA feature extraction method and a simplified PCASOM model is proposed. An online learning algorithm is also given and its properties are analyzed. A...