kmeans程序，用以各种方面聚类分析，诸如入侵检测和图像等。-kmeans method，used in many fields， such as intrusion detection, imag segmentation and etc.

kmeans均值聚类算法:一种改进的基于半监督聚类的入侵检测算法ASCID（Active-learning Semi-supervised Clustering Intrusion Detection），-kmeans clustering algorithm Algorithm was simulated by KDD 99 datasets， which the experimental results demonstrate that ASCID algorithm can impro

基于数据挖掘的网络入侵，针对传统的kmeans算法存在缺点，提出一种改进的kmeans算法进行网络入侵识别(Based on the network intrusion of data mining, an improved kmeans algorithm is proposed for network intrusion recognition based on the disadvantages of traditional kmeans algorithm)