Mostrando 4 resultados de: 4
Filtros aplicados
Subtipo de publicación
Conference Object(4)
Publisher
Advances in Intelligent Systems and Computing(2)
2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(1)
23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings(1)
Área de conocimiento
Ciencias de la computación(4)
Geometría(2)
Análisis de datos(1)
Aprendizaje automático(1)
Inteligencia artificial(1)
Origen
scopus(4)
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:scopusOn 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 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:scopus