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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 de conocimiento
Aprendizaje automático(2)
Ciencias de la computación(2)
Optimización matemática(1)
Simulación por computadora(1)
Origen
scopus(2)
On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint
Conference ObjectAbstract: This paper presents the development of a unified view of spectral clustering and unsupervised dimensPalabras claves:Dimensionality reduction, Generalized kernel formulation, Kernel PCA, Spectral clustering, Support Vector MachineAutores:A. E. Castro-Ospina, Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Therón R., Xiomara P. Blanco-ValenciaFuentes:scopusOn the spectral clustering for dynamic data
Conference ObjectAbstract: Spectral clustering has shown to be a powerful technique for grouping and/or rank data as well as aPalabras claves:Dynamic data, Kernels, Spectral clusteringAutores:A. E. Castro-Ospina, Alvarado-PÉrez J.C., Diego Hernán Peluffo-OrdóñezFuentes:scopus