Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
496544 | Applied Soft Computing | 2012 | 11 Pages |
Abstract
⺠Some connectivity based cluster validity indices are developed. ⺠A measure of connectivity is defined using relative neighborhood graph concept. ⺠The new connectivity based distance is incorporated in the definitions of seven cluster validity indices. ⺠Experimental results are shown on eight artificially generated and three real-life data sets. ⺠Connectivity based Dunn-index performs the best.
Related Topics
Physical Sciences and Engineering
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Computer Science Applications
Authors
Sriparna Saha, Sanghamitra Bandyopadhyay,