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Developments of the generative topographic mapping

✍ Scribed by Christopher M. Bishop; Markus Svensén; Christopher K.I. Williams

Book ID: 114296969
Publisher: Elsevier Science
Year: 1998
Tongue: English
Weight: 411 KB
Volume: 21
Category: Article
ISSN: 0925-2312
DOI: 10.1016/s0925-2312(98)00043-5

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## Abstract In this paper, a new method for fuzzy clustering is proposed that combines generative topographic mapping (GTM) and Fuzzy c‐means (FCM) clustering. GTM is used to generate latent variables and their posterior probabilities. These two provide the distribution of the input data in the lat