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
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
CLC Number:
CUI Shang-qing; MA Xiu-li; TANG Shi-wei; WANG Wen-qing. Auto-clustering Algorithm Based on Non-uniform Density[J]. Computer Engineering, 2008, 34(23): 86-88.
崔尚卿;马秀莉;唐世渭;王文清. 基于不均匀密度的自动聚类算法[J]. 计算机工程, 2008, 34(23): 86-88.