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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)
IEEE Transactions on Neural Networks and Learning Systems(1)
International Journal of Neural Systems(1)
Neural Processing Letters(1)
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scopus(7)
Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest
ArticleAbstract: In this paper, a new self-organizing artificial neural network called growing hierarchical neural foPalabras claves:Clustering, image segmentation, Self-Organization, TEXT MININGAutores:Benítez-Rochel R., Esteban José Palomo, Francisco Ortega-Zamorano, López-Rubio E.Fuentes:scopusExtended abstract: A color quantization approach based on the Growing Neural Forest
Conference ObjectAbstract: In this work, a novel color quantization approach based on the Growing Neural Forest (GNF) is proposPalabras claves:Color quantization, Self-Organization, Tree-structured model, unsupervised learningAutores:Esteban José Palomo, López-Rubio E.Fuentes:scopusDynamic topology learning with the probabilistic self-organizing graph
ArticleAbstract: Self-organizing neural networks are usually focused on prototype learning, while the topology is helPalabras claves:classification, Image quantization, image segmentation, Self-Organization, unsupervised learning, VisualizationAutores:Carmen Vargas-González M., Esteban José Palomo, López-Rubio E., Miguel Ortiz-de-Lazcano-Lobato J.Fuentes:scopusHierarchical self-organizing networks for multispectral data visualization
Conference ObjectAbstract: Image segmentation is a typical task in the field of image processing. There is a great number of imPalabras claves:data clustering, hierarchical self-organizing maps, Multispectral data, Self-OrganizationAutores:Domínguez E., Esteban José Palomo, López-Rubio E., Luque-Baena R.M.Fuentes:scopusLearning Topologies with the Growing Neural Forest
ArticleAbstract: In this work, a novel self-organizing model called growing neural forest (GNF) is presented. It is bPalabras claves:Computer Vision, Self-Organization, Tree-structured model, unsupervised clusteringAutores:Esteban José Palomo, López-Rubio E.Fuentes:scopusUnsupervised color quantization with the growing neural forest
Conference ObjectAbstract: Image processing has become a very common application for artificial intelligence-based algorithms.Palabras claves:Color quantization, Self-Organization, Tree-structured model, unsupervised learningAutores:Benito-Picazo J., Domínguez E., Esteban José Palomo, López-Rubio E.Fuentes:scopusThe Growing Hierarchical Neural Gas Self-Organizing Neural Network
ArticleAbstract: The growing neural gas (GNG) self-organizing neural network stands as one of the most successful exaPalabras claves:Hierarchical model, Self-Organization, unsupervised learning, vector quantizationAutores:Esteban José Palomo, López-Rubio E.Fuentes:scopus