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

Autores:

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

Fuentes:

scopus