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Semi-supervised geodesic Generative Topographic Mapping

✍ Scribed by Raúl Cruz-Barbosa; Alfredo Vellido

Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
480 KB
Volume
31
Category
Article
ISSN
0167-8655

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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