Documentos de Diego Fernando Peña-Unigarro | REDI

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Filtros aplicados

Palabras Claves: "Kernel PCA"

Subtipo de publicación

Conference Object(2)

Publisher

Communications in Computer and Information Science(1)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)

Área temáticas

Métodos informáticos especiales(2)

Ciencias de la computación(1)

Área de conocimiento

Análisis de datos(2)

Ciencias de la computación(2)

Año de Publicación

Origen

Palabras Claves

Artificial Intelligence(1)

Dimensionality reduction(1)

Dimensionality reduction methods(1)

Comparative analysis between embedded-spaces-based and Kernel-based approaches for interactive data representation

Conference Object

Abstract: This work presents a comparative analysis between the linear combination of em-bedded spaces resulti

Palabras claves:

Artificial Intelligence, CMDS, Dimensionality reduction methods, Kernel, Kernel PCA, LE, LLE

Carlos M. Ortega-Castillo, Cielo K. Basante-Villota, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Salazar-Castro J.A.

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.