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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
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2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)
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scopus(13)
An intrusion detection system based on hierarchical self-organization
Conference ObjectAbstract: An intrusion detection system (IDS) monitors the IP packets flowing over the network to capture intrPalabras claves:intrusion detection, Network security, Self-OrganizationAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopusExploratory 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:scopusNetwork security using growing hierarchical self-organizing maps
Conference ObjectAbstract: This paper presents a hierarchical self-organizing neural network for intrusion detection. The propoPalabras claves:Intrusion detection system, Network security, Self-OrganizationAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopusHierarchical color quantization based on self-organization
ArticleAbstract: In this paper, a new hierarchical color quantization method based on self-organizing maps that proviPalabras claves:Color quantization, GHSOM, Hierarchical compression, Self-OrganizationAutores:Domínguez E., Esteban José PalomoFuentes:scopusHierarchical graphs for data clustering
Conference ObjectAbstract: The self-organizing map (SOM) has been used in multiple areas and constitutes an excellent tool forPalabras claves:data clustering, Graph-based representation, hierarchical clustering, Intrusion Detection Systems, Self-OrganizationAutores:Esteban José Palomo, López-Rodríguez D., Luque-Baena R.M., Ortiz-de-Lazcano-Lobato J.M.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:scopusLossy image compression using a GHSOM
Conference ObjectAbstract: A new approach for image compression based on the GHSOM model has been proposed in this paper. The SPalabras claves:data clustering, image compression, Self-OrganizationAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopusImage compression and video segmentation using hierarchical self-organization
Conference ObjectAbstract: Both image compression based on color quantization and image segmentation are two typical tasks in tPalabras claves:foreground detection, Hierarchical self-organizing map, image compression, Self-Organization, Video segmentationAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopus