Documentos de Diego Fernando Peña-Unigarro | REDI

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Mostrando 5 resultados de: 5

Filtros aplicados

Publisher: "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)"

Subtipo de publicación

Conference Object(5)

Área temáticas

Métodos informáticos especiales(4)

Funcionamiento de bibliotecas y archivos(1)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Ciencias de la computación(5)

Análisis de datos(4)

Año de Publicación

Origen

Palabras Claves

Dimensionality reduction(5)

data visualization(5)

Pairwise similarity(4)

Color-based model(1)

Interactive Interface(1)

Angle-based model for interactive dimensionality reduction and data visualization

Conference Object

Abstract: In recent times, an undeniable fact is that the amount of data available has increased dramatically

Palabras claves:

data visualization, Dimensionality reduction, Kernel PCA, Pairwise similarity

Carlos M. Ortega-Castillo, Cielo K. Basante-Villota, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Vega-Escobar L.S.

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

Data visualization using interactive dimensionality reduction and improved color-based interaction model

Conference Object

Abstract: This work presents an improved interactive data visualization interface based on a mixture of the ou

Palabras claves:

Color-based model, data visualization, Dimensionality reduction, Pairwise similarity

Ana C. Umaquinga-Criollo, Castro-Silva J.A., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, E. A. Rosero-Rosero, Paul D. Rosero-Montalvo

Interactive data visualization using dimensionality reduction and dissimilarity-based representations

Conference Object

Abstract: This work describes a new model for interactive data visualization followed from a dimensionality-re

Palabras claves:

data visualization, Dimensionality reduction, Pairwise dissimilarity

Alvarado-PÉrez J.C., Castro-Silva J.A., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Therón R.

Interactive data visualization using dimensionality reduction and similarity-based representations

Conference Object

Abstract: This work presents a new interactive data visualization approach based on mixture of the outcomes of

Palabras claves:

data visualization, Dimensionality reduction, Pairwise similarity

Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Paul D. Rosero-Montalvo, Paul Diaz, Salazar-Castro J.A., Therón R.