Extensión del módulo de visualización científica de Weka.
Archivos
Fecha
2015-06-30
Autores
Wimukthi Yatagama Lokuge, Shamith
Título de la revista
ISSN de la revista
Título del volumen
Editor
Universidad Central “Marta Abreu” de Las Villas
Resumen
La visualización científica es una herramienta útil durante el proceso de extracción de conocimientos. Weka es un poderoso sistema de aprendizaje automático, que en cambio ofrece pocas alternativas en el área de la visualización.
En este proyecto se adiciona un módulo de visualización científica a Weka. Al módulo se han incorporado las siguientes técnicas de visualización para datos multiparamétricos: Patrón Recursivo, Theme River, Table Lens.
El módulo tiene gran flexibilidad, por lo que en futuros trabajos se podrán adicionar otras técnicas o modificar las existentes. Fue creado como un paquete independiente de Weka, que permite incorporarlo a otros sistemas.
The scientific visualization is a useful tool during the process of discovery of knowledge. Weka is a powerful machine learning system, which in return offers very few alternatives in the visualization area. In this project, a module of scientific visualization is added to Weka. The following visualization techniques have been added to the module for multiparametric data: Recursive Pattern, Theme River, Table Lens. A very valuable technique has been added to the cluster from gravity affected particles. The module has great flexibility, so that in future papers, other techniques can be added or the present ones modification. It was developed as an independent package, which permits its involvement in other systems.
The scientific visualization is a useful tool during the process of discovery of knowledge. Weka is a powerful machine learning system, which in return offers very few alternatives in the visualization area. In this project, a module of scientific visualization is added to Weka. The following visualization techniques have been added to the module for multiparametric data: Recursive Pattern, Theme River, Table Lens. A very valuable technique has been added to the cluster from gravity affected particles. The module has great flexibility, so that in future papers, other techniques can be added or the present ones modification. It was developed as an independent package, which permits its involvement in other systems.
Descripción
Palabras clave
Visualización Científica, Módulo de Extensión, Weka, Patrones Recursivos, Table Lens, Theme River