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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
Communications in Computer and Information Science(1)
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International Journal of Neural Systems(1)
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scopus(9)
A Competitive Neural Network for Intrusion Detection Systems
Conference ObjectAbstract: Detecting network intrusions is becoming crucial in computer networks. In this paper, an Intrusion DPalabras claves:Competitive learning, Data Mining, Intrusion detection system, Network securityAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopusA competitive neural network for multiple object tracking in video sequence analysis
Conference ObjectAbstract: Tracking of moving objects in real situation is a challenging research issue, due to dynamic changesPalabras claves:feature selection, Feature weigthing, Genetic Algorithms, Growing competitive neural networks, Multiple object trackingAutores:Domínguez E., Esteban José Palomo, López-Rubio E., Luque-Baena R.M., Ortiz-de-Lazcano-Lobato J.M.Fuentes:scopusA neighborhood-based competitive network for video segmentation and object detection
Conference ObjectAbstract: This work proposes an unsupervised competitive neural network based on adaptive neighborhoods for viPalabras claves:Autores:Domínguez E., Esteban José Palomo, López-Rodríguez D., Luque-Baena R.M.Fuentes:scopusA new GHSOM model applied to network security
Conference ObjectAbstract: The self-organizing map (SOM) have shown to be successful for the analysis of high-dimensional inputPalabras claves:Autores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopusFeature selection of hand biometrical traits based on computational intelligence techniques
Conference ObjectAbstract: This chapter presents a novel methodology for using feature selection in hand biometric systems, basPalabras claves:Autores:Elizondo D., 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 learning by cluster quality optimization
ArticleAbstract: Most clustering algorithms are designed to minimize a distortion measure which quantifies how far thPalabras claves:Cluster quality measures, Clustering, K-Means, unsupervised learningAutores:Esteban José Palomo, Francisco Ortega-Zamorano, López-Rubio E.Fuentes:scopusVisualization of complex datasets with the self-organizing spanning tree
Conference ObjectAbstract: Visualization of real world data is a difficult task due to the high-dimensional and the complex strPalabras claves:Self-organizing map topologies, Spanning trees, unsupervised learning, VisualizationAutores:Domínguez E., Esteban José Palomo, López-Rubio E., Luque-Baena R.M.Fuentes:scopusWeb document clustering based on a hierarchical self-organizing model
Conference ObjectAbstract: In this work, a hierarchical self-organizing model based on the GHSOM is presented in order to clustPalabras claves:Autores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Munõz J.Fuentes:scopus