Documentos de MacArthur Ortega-Bustamante | REDI

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Filtros aplicados

Palabras Claves: "Dimensionality reduction"

Subtipo de publicación

Conference Object(4)

Publisher

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

Área temáticas

Métodos informáticos especiales(3)

Ciencias de la computación(2)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Análisis de datos(3)

Ciencias de la computación(3)

Aprendizaje automático(1)

Optimización matemática(1)

Año de Publicación

Origen

Palabras Claves

data visualization(3)

Interaction model(1)

Kernel functions(1)

Kernel representations(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.

Generalized Spectral Dimensionality Reduction Based on Kernel Representations and Principal Component Analysis

Conference Object

Abstract: Very often, multivariate data analysis problems require dimensionality reduction (DR) stages to eith

Palabras claves:

Dimensionality reduction, Kernel representations, Principal Component Analysis, Spectral methods

Diego Hernán Peluffo-Ordóñez, Hasperué W., Josué Marín-Gaviño, Juan González-Vergara, MacArthur Ortega-Bustamante, Martín Vélez-Falconí

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.

Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization

Conference Object

Abstract: This letter formally introduces the concept of interaction model (IM), which has been used either di

Palabras claves:

data visualization, Dimensionality reduction, Interaction model, Kernel functions

Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Hasperué W., I. C. Marrufo-Rodríguez, M. A. Páez-Jaime, MacArthur Ortega-Bustamante, Martín Vélez-Falconí, Paul D. Rosero-Montalvo