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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...
Autores principales: | Geweniger, Tina, Fischer, Lydia, Kaden, Marika, Lange, Mandy, Villmann, Thomas |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3876777/ https://www.ncbi.nlm.nih.gov/pubmed/24396342 http://dx.doi.org/10.1155/2013/165248 |
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