Documentos de Castellanos-Dominguez G. | REDI

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Palabras Claves: "Dimensionality reduction"

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)

Área temáticas

Ciencias de la computación(1)

Funcionamiento de bibliotecas y archivos(1)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Ciencias de la computación(2)

Aprendizaje automático(1)

Año de Publicación

Origen

Palabras Claves

Generalized methodology(1)

Interactive Interface(1)

Kernel approximations(1)

Low-computational cost(1)

Pairwise similarity(1)

A novel color-based data visualization approach using a circular interaction model and dimensionality reduction

Conference Object

Abstract: Dimensionality reduction (DR) methods are able to produce low-dimensional representations of an inpu

Palabras claves:

data visualization, Dimensionality reduction, Interactive Interface, Pairwise similarity

Ana C. Umaquinga-Criollo, Castellanos-Dominguez G., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Zenaida Castillo-Marrero

Generalized Low-Computational Cost Laplacian Eigenmaps

Conference Object

Abstract: Dimensionality reduction (DR) is a methodology used in many fields linked to data processing, and ma

Palabras claves:

Dimensionality reduction, Generalized methodology, Kernel approximations, Low-computational cost, multiple kernel learning, Spectral methods

Basante C., Castellanos-Dominguez G., Cruz-Cruz L.D., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Ortega C., Peña D.F., Salazar-Castro J.A., Xiomara P. Blanco-Valencia