Documentos de Álvarez-Meza A.M. | REDI

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Palabras Claves: "Spectral clustering"

Subtipo de publicación

Conference Object(2)

Publisher

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)

Pattern Recognition Letters(1)

Área temáticas

Ciencias de la computación(2)

Métodos informáticos especiales(2)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Aprendizaje automático(3)

Ciencias de la computación(3)

Año de Publicación

Origen

Palabras Claves

Graph analysis(1)

Graph pruning(1)

Kernel alignment(1)

Kernel learning(1)

Relevance analysis(1)

Automatic graph building approach for spectral clustering

Conference Object

Abstract: Spectral clustering techniques have shown their capability to identify the data relationships using

Palabras claves:

Graph analysis, kernel function, Spectral clustering

A. E. Castro-Ospina, Álvarez-Meza A.M., Castellanos-Dominguez G.

Automatic graph pruning based on kernel alignment for spectral clustering

Abstract: Detection of data structures in spectral clustering approaches becomes a difficult task when dealing

Palabras claves:

Graph pruning, Kernel alignment, Spectral clustering

A. E. Castro-Ospina, Álvarez-Meza A.M., Castellanos-Dominguez G.

Image segmentation based on multi-kernel learning and feature relevance analysis

Conference Object

Abstract: In this paper an automatic image segmentation methodology based on Multiple Kernel Learning (MKL) is

Palabras claves:

Kernel learning, Relevance analysis, Spectral clustering

Álvarez-Meza A.M., Castellanos-Dominguez G., Diego Hernán Peluffo-Ordóñez, Molina-Giraldo S.