A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms
In this paper the convergence of a class of clustering procedures, popularly known as the fuzzy ISODATA algorithms, is established. The theory of Zangwill is used to prove that arbitrary sequences generated by these (Picard iteration) procedures always terminates at a local minimum, or at worst, alw...
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 2(1980), 1 vom: 01. Jan., Seite 1-8 |
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| Format: | Aufsatz |
| Sprache: | English |
| Veröffentlicht: |
1980
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence |
| Schlagworte: | Journal Article |