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Clustering by Fuzzy Neural Gas and Evaluation of Fuzzy Clusters

We consider some modifications of the neural gas algorithm. First, fuzzy assignments as known from fuzzy c-means and neighborhood cooperativeness as known from self-organizing maps and neural gas are combined to obtain a basic Fuzzy Neural Gas. Further, a kernel variant and a simulated annealing app...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Geweniger, Tina, Fischer, Lydia, Kaden, Marika, Lange, Mandy, Villmann, Thomas
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Hindawi Publishing Corporation 2013
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC3876777/
https://ncbi.nlm.nih.gov/pubmed/24396342
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/165248
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