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本文通过分析现有入侵检测技术的优缺点，提出一种改进的聚类算法CLOPE将其应用于网络入侵检测。

This article through the analysis existing intrusion detection technology good and bad points, proposed one kind of improvement cluster algorithm CLOPE to apply to the network intrusion detection.

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这些聚类算法各有优缺点。

They have their own advantages and disadvantages respectively.