Cluster validity index for fuzzy clustering 论文

1998Electronics Letters引用 280顶会
Advanced Clustering Algorithms ResearchData Management and AlgorithmsFace and Expression Recognition

摘要

A new cluster validation index is presented which can be used to eliminate the monotonically decreasing tendency when the number of clusters becomes very large and close to the number of data points. The limiting behaviour is described and numerical examples presented to show the effectiveness of the proposed cluster validity index.