Documentos de Xiomara P. Blanco-Valencia | REDI

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Publisher: "Advances in Intelligent Systems and Computing"

Subtipo de publicación

Conference Object(1)

Área temáticas

Ciencias de la computación(1)

Enfermedades(1)

Medicina y salud(1)

Programación informática, programas, datos, seguridad(1)

Área de conocimiento

Aprendizaje automático(1)

Ciencias de la computación(1)

Inteligencia artificial(1)

Optimización matemática(1)

Año de Publicación

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Palabras Claves

Dimensionality reduction(1)

Generalized kernel formulation(1)

Spectral clustering(1)

Support Vector Machine(1)

Case-Based Reasoning applied to medical diagnosis and treatment

Abstract: The Case-Based Reasoning (CBR) is an appropriate methodology to apply in diagnosis and treatment. Re

Palabras claves:

Corchado J.M., Rodríguez S., Xiomara P. Blanco-Valencia, Zato C.

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