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IEEE Transactions on Neural Networks and Learning Systems(1)
Neural Network World(1)
Proceedings of the International Joint Conference on Neural Networks(1)
Image Clustering Using a Growing Neural Gas with Forbidden Regions
Conference ObjectAbstract: Clustering is one of the most common applications of unsupervised learning, being present in many stPalabras claves:Forbidden regions, Growing Neural Gas (GNG), unsupervised learning, vector quantizationAutores:Benito-Picazo J., Domínguez E., Esteban José Palomo, Ramos A.D.Fuentes:scopusThe Forbidden Region Self-Organizing Map Neural Network
ArticleAbstract: Self-organizing maps (SOMs) are aimed to learn a representation of the input distribution which faitPalabras claves:Forbidden regions, self-organizing maps (SOMs), unsupervised learning, vector quantizationAutores:Esteban José Palomo, López-Rubio E., Ramos A.D.Fuentes:scopusThe role of the lattice dimensionality in the self-organizing map
ArticleAbstract: The Self-Organizing Map model considers the possibility of 1D and 3D map topologies. However, 2D mapPalabras claves:1D map, 3D map, Clustering, image segmentation, Self-organizing map topologiesAutores:Esteban José Palomo, López-Rubio E., Ramos A.D.Fuentes:scopus