Documentos de Salazar-Castro J.A. | REDI

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Filtros aplicados

Palabras Claves: "Dimensionality reduction"

Subtipo de publicación

Conference Object(5)

Publisher

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

2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)

Área temáticas

Métodos informáticos especiales(3)

Funcionamiento de bibliotecas y archivos(2)

Programación informática, programas, datos, seguridad(2)

Ciencias de la computación(1)

Área de conocimiento

Ciencias de la computación(5)

Análisis de datos(3)

Aprendizaje automático(1)

Año de Publicación

Origen

Palabras Claves

data visualization(4)

Pairwise similarity(3)

Generalized methodology(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

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

Dimensionality reduction for interactive data visualization via a Geo-Desic approach

Conference Object

Abstract: This work presents a dimensionality reduction (DR) framework that enables users to perform either th

Palabras claves:

controllability, data information, data visualization, Dimensionality reduction, intelligible data, INTERACTION, INTERFACE

Alvarado-PÉrez J.C., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Hernán Mauricio Domínguez-Limaico, Paul D. Rosero-Montalvo, Salazar-Castro J.A., 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.