摘要： 针对基于密度的聚类算法不能自动处理密度分布不均匀的数据问题，提出一种基于不均匀密度的自动聚类算法。该算法既保持了一般基于密度算法的优点，也能有效地处理分布不均匀的数据。实验结果表明，该算法是有效的。

关键词: 聚类, 密度, 不均匀, 数据挖掘

Abstract: According to the fact that few density-based clustering algorithm can automatically process the data with non-uniform density, an auto-clustering algorithm based on non-uniform density is proposed. This algorithm has all the merits of the existed density-based clustering algorithm and can deal with the date effectively. Experimental results show its efficiency.

Key words: clustering, density, non-uniform, data mining

中图分类号: 

• TP301.6