Documentos de Hasperué W. | REDI

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

Subtipo de publicación

Conference Object(2)

Área temáticas

Ciencias de la computación(2)

Métodos informáticos especiales(1)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Análisis de datos(1)

Aprendizaje automático(1)

Ciencias de la computación(1)

Optimización matemática(1)

Año de Publicación

Origen

Palabras Claves

Dimensionality reduction(2)

Interaction model(1)

Kernel functions(1)

Kernel representations(1)

Principal Component Analysis(1)

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

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