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Convergence and Consistency of Fuzzy c-means/ISODATA Algorithms

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Publication:3765065
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DOI10.1109/TPAMI.1987.4767960zbMath0628.62070WikidataQ48960731 ScholiaQ48960731MaRDI QIDQ3765065

Michael J. Sabin

Publication date: 1987

Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence (Search for Journal in Brave)


zbMATH Keywords

convergencefixed pointsconsistencyasymptotic propertiesfuzzy clusteringstationary pointsarbitrary distributionsempirical distribution of stationary, ergodic observationsfuzzy c-means/ISODATA algorithmminimizing the fuzzy objective functional


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)


Related Items (5)

Consistency of modularity clustering on random geometric graphs ⋮ ON STOCHASTIC CONVERGENCE THEOREMS FOR THE FUZZYC-MEANS CLUSTERING PROCEDURE∗ ⋮ FUZZY SHELL-CLUSTERING AND APPLICATIONS TO CIRCLE DETECTION IN DIGITAL IMAGES ⋮ ON EXISTENCE AND STRONG CONSISTENCY OF A CLASS OF FUZZYC-MEANS CLUSTERING PROCEDURES ⋮ A survey of fuzzy clustering




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