Documentos de Anaya-Isaza A.J. | REDI

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Filtros aplicados

Palabras Claves: "Dimensionality reduction"

Subtipo de publicación

Conference Object(2)

Publisher

Advances in Intelligent Systems and Computing(1)

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

Área temáticas

Ciencias de la computación(1)

Métodos informáticos especiales(1)

Área de conocimiento

Ciencias de la computación(2)

Análisis de datos(1)

Aprendizaje automático(1)

Optimización matemática(1)

Objetivos de Desarrollo Sostenible

ODS 17: Alianzas para lograr los objetivos(2)

ODS 4: Educación de calidad(2)

ODS 9: Industria, innovación e infraestructura(2)

Año de Publicación

Origen

Palabras Claves

Generalized kernel formulation(1)

Pairwise similarity(1)

Spectral clustering(1)

Support Vector Machine(1)

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.

On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint

Conference Object

Abstract: This paper presents the development of a unified view of spectral clustering and unsupervised dimens

Palabras claves:

Dimensionality reduction, Generalized kernel formulation, Kernel PCA, Spectral clustering, Support Vector Machine

A. E. Castro-Ospina, Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Therón R., Xiomara P. Blanco-Valencia