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Communications in Computer and Information Science(1)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
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Comparative study of distance measures for the fuzzy C-means and K-means non-supervised methods applied to image segmentation
Conference ObjectAbstract: Recent studies have revealed that the performance of the FCM and K-means is completely related to thPalabras claves:Clustering, image segmentation, Non-supervised algorithmsAutores:Josué Marín, Lorena Guachi-Guachi, Martín Vélez-Falconí, Selena JiménezFuentes:scopusAn interactive tool to data analysis visualization techniques.
OtherAbstract: Broadly, the area of dimensional reduction (DR) is aimed at providing ways to harness high dimensionPalabras claves:Autores:Martín Vélez-FalconíFuentes:googleIntroducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization
Conference ObjectAbstract: This letter formally introduces the concept of interaction model (IM), which has been used either diPalabras claves:data visualization, Dimensionality reduction, Interaction model, Kernel functionsAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Hasperué W., I. C. Marrufo-Rodríguez, M. A. Páez-Jaime, MacArthur Ortega-Bustamante, Martín Vélez-Falconí, Paul D. Rosero-MontalvoFuentes:scopusInverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization
Conference ObjectAbstract: Broadly, the area of dimensionality reduction (DR) is aimed at providing ways to harness high dimensPalabras claves:data visualization, Dimensionality reduction, Interaction model, Kernel functionsAutores:Diego Hernán Peluffo-Ordóñez, Juan González-Vergara, Martín Vélez-FalconíFuentes:scopus