Article ID Journal Published Year Pages File Type
536579 Pattern Recognition Letters 2010 8 Pages PDF
Abstract

In this work, a novel technique to address the problem of cluster validation based on cluster stability properties is presented. The stability index here proposed is based on the variation on some information measures over the partitions generated by a given clustering model due to the variability in clustering solutions produced by different sample sets.

Related Topics
Physical Sciences and Engineering Computer Science Computer Vision and Pattern Recognition
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