Therón R.
33
Coauthors
5
Documentos
Volumen de publicaciones por año
| Año de publicación | Num. Publicaciones |
|---|---|
| 2016 | 3 |
| 2017 | 2 |
Publicaciones por áreas de conocimiento
| Área de conocimiento | Num. Publicaciones |
|---|---|
| Ciencias de la computación | 7 |
| Análisis de datos | 4 |
| Simulación por computadora | 1 |
| Aprendizaje automático | 1 |
| Optimización matemática | 1 |
Publicaciones por áreas temáticas
| Área temática | Num. Publicaciones |
|---|---|
| Métodos informáticos especiales | 3 |
| Funcionamiento de bibliotecas y archivos | 2 |
| Programación informática, programas, datos, seguridad | 1 |
| Ciencias de la computación | 1 |
Principales fuentes de datos
| Origen | Num. Publicaciones |
|---|---|
| Scopus | 5 |
| Google Scholar | 1 |
| RRAAE | 0 |
Coautores destacados por número de publicaciones
| Coautor | Num. Publicaciones |
|---|---|
| Diego Hernán Peluffo-Ordóñez | 5 |
| Alvarado-PÉrez J.C. | 5 |
| Diego Fernando Peña-Unigarro | 4 |
| Paul D. Rosero-Montalvo | 4 |
| Salazar-Castro J.A. | 3 |
| Anaya-Isaza A.J. | 2 |
| Hernán Mauricio Domínguez-Limaico | 1 |
| MacArthur Ortega-Bustamante | 1 |
| Javier E. Revelo-Fuelagán | 1 |
| Castro-Silva J.A. | 1 |
Top Keywords
Publicaciones del autor
Dimensionality 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:googlescopusOn 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 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: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