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2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(2)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings(1)
Advances in Intelligent Systems and Computing(1)
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Métodos informáticos especiales(5)
Ciencias de la computación(3)
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scopus(6)
Artificial and natural intelligence integration
Conference ObjectAbstract: The large amount of data generated by different activities -academic,scientific, business and industPalabras claves:Data Mining, Machine learning, VisualizationAutores:Alvarado-PÉrez J.C., Diego Hernán Peluffo-OrdóñezFuentes:scopusGeometrical homotopy for data visualization
Conference ObjectAbstract: This work presents an approach allowing for an interactive visualization of dimensionality reductionPalabras claves:Autores:Alvarado-PÉrez J.C., Diego Hernán Peluffo-Ordóñez, Lee J.A., Verleysen M.Fuentes:scopusMultiple kernel learning for spectral dimensionality reduction
Conference ObjectAbstract: This work introduces a multiple kernel learning (MKL) approach for selecting and combining differentPalabras claves:Dimensionality reduction, Generalized kernel, Kernel PCA, multiple kernel learningAutores:A. E. Castro-Ospina, Alvarado-PÉrez J.C., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-FuelagánFuentes: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:scopusInteractive interface for efficient data visualization via a geometric approach
Conference ObjectAbstract: Dimensionality reduction (DR) methods represent a suitable alternative to visualizing data. NonethelPalabras claves:Autores:Alvarado-PÉrez J.C., Diego Hernán Peluffo-Ordóñez, Pantoja A.D., Rosas-Narvaez Y.C., Salazar-Castro J.A.Fuentes:scopusKnowledge discovery in databases from a perspective of intelligent information visualization
Conference ObjectAbstract: This paper reviews some recent and classical, relevant works on information visualization with a spePalabras claves:Autores:Alvarado-PÉrez J.C., Bolaños-Ramírez H., Diego Hernán Peluffo-Ordóñez, Murillo-Rendón S.Fuentes:scopus