论文信息 - Rank Based Approaches

Rank Based Approaches

Density-based methodology that exploits k-neighborhood of a data point has many good features. For instance, it is independent of the distribution of the data and is capable of detecting isolated objects. However it has some shortcomings:

Kishan G. Mehrotra | Chilukuri K. Mohan | HuaMing Huang

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[2] Dechang Pi,et al. Unifying Density-Based Clustering and Outlier Detection , 2009, 2009 Second International Workshop on Knowledge Discovery and Data Mining.