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2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016(1)
2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)
Advances in Intelligent Systems and Computing(1)
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Dimensionality reduction for interactive data visualization via a Geo-Desic approach
Conference ObjectAbstract: This work presents a dimensionality reduction (DR) framework that enables users to perform either thPalabras claves:controllability, data information, data visualization, Dimensionality reduction, intelligible data, INTERACTION, INTERFACEAutores:Alvarado-PÉrez J.C., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Hernán Mauricio Domínguez-Limaico, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Therón R.Fuentes:googlescopusOn 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:scopusInteractive visualization methodology of high-dimensional data with a color-based model for dimensionality reduction
Conference ObjectAbstract: Nowadays, a consequence of data overload is that world's technology capacity to collect, communicatePalabras claves:Autores:Alvarado-PÉrez J.C., Andres A. Isaza, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Omar R. Oña-Rocha, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Therón R.Fuentes:scopus