Ponencia
Databases Reduction Simultaneously by Ordered Projection
Autor/es | Nepomuceno Chamorro, Isabel de los Ángeles
Nepomuceno Chamorro, Juan Antonio Ruiz, Roberto Aguilar Ruiz, Jesús Salvador |
Departamento | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos |
Fecha de publicación | 2006 |
Fecha de depósito | 2022-05-27 |
Publicado en |
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ISBN/ISSN | 978-3-540-46491-4 0302-9743 |
Resumen | In this paper, a new algorithm Database Reduction Simulta neously by Ordered Projections (RESOP) is introduced. This algorithm
reduces databases in two directions: editing examples and feature se lection simultaneously. ... In this paper, a new algorithm Database Reduction Simulta neously by Ordered Projections (RESOP) is introduced. This algorithm reduces databases in two directions: editing examples and feature se lection simultaneously. Ordered projections techniques have been used to design RESOP taking advantage of symmetrical ideas for two dif ferent task. Experimental results have been made with UCI Repository databases and the performance for the latter application of classification techniques has been satisfactory |
Cita | Nepomuceno Chamorro, I.d.l.Á., Nepomuceno Chamorro, J.A., Ruiz, R. y Aguilar Ruiz, J.S. (2006). Databases Reduction Simultaneously by Ordered Projection. En DS 2006: 9th International Conference on Discovery Science (337-341), Barcelona, España: Springer. |
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