Mostrando 9 resultados de: 9
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(1)
2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings(1)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings(1)
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Ciencias de la computación(2)
Funcionamiento de bibliotecas y archivos(2)
Programación informática, programas, datos, seguridad(2)
Agricultura y tecnologías afines(1)
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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:scopusGreenFarm-DM: A tool for analyzing vegetable crops data from a greenhouse using data mining techniques (First trial)
Conference ObjectAbstract: This work shows the use of Big Data and Data Mining techniques on vegetable crops data from a greenhPalabras claves:BIG DATA, data analytics, Data Mining, KDD, PRECISION AGRICULTUREAutores:Alvarado-PÉrez J.C., Diego Hernán Peluffo-Ordóñez, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, J. A. Palacios-Echeverria, K. L. Ponce-Guevara, Luis Suárez-Zambrano, Paul D. Rosero-MontalvoFuentes:scopusDimensionality 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:googlescopusMultiple 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 data visualization using dimensionality reduction and dissimilarity-based representations
Conference ObjectAbstract: This work describes a new model for interactive data visualization followed from a dimensionality-rePalabras claves:data visualization, Dimensionality reduction, Pairwise dissimilarityAutores:Alvarado-PÉrez J.C., Castro-Silva J.A., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Therón R.Fuentes:scopusInteractive data visualization using dimensionality reduction and similarity-based representations
Conference ObjectAbstract: This work presents a new interactive data visualization approach based on mixture of the outcomes ofPalabras claves:data visualization, Dimensionality reduction, Pairwise similarityAutores:Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Paul D. Rosero-Montalvo, Paul Diaz, Salazar-Castro J.A., Therón R.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