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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(7)
Advances in Soft Computing(1)
Communications in Computer and Information Science(1)
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Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010(1)
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scopus(11)
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:scopusA 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 neural recognition system for manufactured objects
Conference ObjectAbstract: This paper presents a neural recognition system for manufacturing applications in difficult industriPalabras claves:Autores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.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:scopusA self-organized multiagent system for intrusion detection
Conference ObjectAbstract: This paper describes a multiagent system with capabilities to analyze and discover knowledge gatherePalabras claves:Data Mining, Growing self-organization, multiagent system, Network securityAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopusAn ART-type network approach for video object detection
Conference ObjectAbstract: This paper presents an ART-type network (adaptive resonant theory) to detect objects in a video sequPalabras claves:Autores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz 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: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:scopusImage hierarchical segmentation based on a GHSOM
Conference ObjectAbstract: A novel approach for image segmentation is proposed in this paper. This approach is based on the groPalabras claves:background modeling, data clustering, Hierarchical self-organization, segmentationAutores:Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.Fuentes:scopus