Presentation
Databases Reduction Simultaneously by Ordered Projection
Author/s | Nepomuceno Chamorro, Isabel de los Ángeles
![]() ![]() ![]() ![]() ![]() ![]() ![]() Nepomuceno Chamorro, Juan Antonio ![]() ![]() ![]() ![]() ![]() ![]() ![]() Ruiz, Roberto Aguilar Ruiz, Jesús Salvador |
Department | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos |
Publication Date | 2006 |
Deposit Date | 2022-05-27 |
Published in |
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ISBN/ISSN | 978-3-540-46491-4 0302-9743 |
Abstract | 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 |
Citation | 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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