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2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016(2)
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)
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Ciencias de la computación(2)
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Different perspectives for kernel spectral clustering: A theoretical study
Conference ObjectAbstract: Spectral clustering is a suitable technique to deal with problems involving unlabeled clusters and hPalabras claves:Kernel, Spectral clustering, SUPPORT VECTOR MACHINESAutores:Carlos A.A. Vásquez, Carlos Pupiales, Diego Hernán Peluffo-Ordóñez, Edgar D.V. Jaramillo, Edgar Maya-Olalla, JAIME ROBERTO MICHILENA CALDERÓN, Luis Suárez-Zambrano, Paul D. Rosero-MontalvoFuentes:googlescopusDimensionality 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:googlescopusHuman-sitting-pose detection using data classification and dimensionality reduction
Conference ObjectAbstract: The research area of sitting-pose analysis allows for preventing a range of physical health problemsPalabras claves:chair position, Embedded System, Knn, PCaAutores:Diego Hernán Peluffo-Ordóñez, Edwin Pujota-Cuascota, Franklin Vaca-Chapi, Henry Farinango-Endara, Ivan Navarrete-Insuasti, Paul D. Rosero-Montalvo, Santiago Nunez-Godoy, Staling Realpe-Godoy, Vanessa Alvear-PuertasFuentes: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