Documentos de Luque-Baena R.M. | REDI

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Mostrando 6 resultados de: 6

Filtros aplicados

Palabras Claves: "Self-Organization"

Subtipo de publicación

Conference Object(6)

Publisher

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)

Advances in Soft Computing(1)

Neural Processing Letters(1)

Área temáticas

Ciencias de la computación(4)

Métodos informáticos especiales(4)

Derecho privado(1)

Física aplicada(1)

Instrumentos de precisión y otros dispositivos(1)

Área de conocimiento

Ciencias de la computación(6)

Aprendizaje automático(3)

Visión por computadora(2)

Inteligencia artificial(1)

Simulación por computadora(1)

Año de Publicación

Origen

Palabras Claves

data clustering(3)

Network security(2)

image compression(2)

Graph-based representation(1)

Hierarchical self-organizing map(1)

An intrusion detection system based on hierarchical self-organization

Conference Object

Abstract: An intrusion detection system (IDS) monitors the IP packets flowing over the network to capture intr

Palabras claves:

intrusion detection, Network security, Self-Organization

Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.

Network security using growing hierarchical self-organizing maps

Conference Object

Abstract: This paper presents a hierarchical self-organizing neural network for intrusion detection. The propo

Palabras claves:

Intrusion detection system, Network security, Self-Organization

Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.

Hierarchical graphs for data clustering

Conference Object

Abstract: The self-organizing map (SOM) has been used in multiple areas and constitutes an excellent tool for

Palabras claves:

data clustering, Graph-based representation, hierarchical clustering, Intrusion Detection Systems, Self-Organization

Esteban José Palomo, López-Rodríguez D., Luque-Baena R.M., Ortiz-de-Lazcano-Lobato J.M.

Hierarchical self-organizing networks for multispectral data visualization

Conference Object

Abstract: Image segmentation is a typical task in the field of image processing. There is a great number of im

Palabras claves:

data clustering, hierarchical self-organizing maps, Multispectral data, Self-Organization

Domínguez E., Esteban José Palomo, López-Rubio E., Luque-Baena R.M.

Lossy image compression using a GHSOM

Conference Object

Abstract: A new approach for image compression based on the GHSOM model has been proposed in this paper. The S

Palabras claves:

data clustering, image compression, Self-Organization

Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.

Image compression and video segmentation using hierarchical self-organization

Conference Object

Abstract: Both image compression based on color quantization and image segmentation are two typical tasks in t

Palabras claves:

foreground detection, Hierarchical self-organizing map, image compression, Self-Organization, Video segmentation

Domínguez E., Esteban José Palomo, Luque-Baena R.M., Muñoz J.