ISOETRP—an interactive clustering algorithm with new objectives |
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| Authors: | C.Y. Suen Q.R. Wang |
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| Affiliation: | Department of Computer Science, Concordia University, 1455 de Maisonneuve Blvd., West Montreal, Quebec H3G 1M8, Canada |
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| Abstract: | A new clustering algorithm ISOETRP has been introduced which has new objectives particularly suitable for hierarchical pattern classification. These objectives are: (a) minimizing overlap between pattern class groups; (b) minimizing entropy; (c) keeping balance between these groups. An interactive version of ISOETRP was implemented which gave much better results than some other existing algorithms. |
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| Keywords: | ISOETRP New clustering algorithm Tree classifier Tree balance Cluster overlaps |
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