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Minimal Decision Rules Based on the A Priori Algorithm
Cita
Fernández Baizán, Covadonga, Menasalvas Ruiz, Ernestina 
ORCID: https://orcid.org/0000-0002-5615-6798, Marbán Gallego, Óscar and Peña Sánchez, José María ORCID: https://orcid.org/0000-0001-9123-1020
(2001).
Minimal Decision Rules Based on the A Priori Algorithm.
"International Journal of Applied Mathematics and Computer Science", v. 11
(n. 3);
pp. 671-704.
ISSN 1641-876X.
ORCID: https://orcid.org/0000-0002-5615-6798, Marbán Gallego, Óscar and Peña Sánchez, José María ORCID: https://orcid.org/0000-0001-9123-1020
(2001).
Minimal Decision Rules Based on the A Priori Algorithm.
"International Journal of Applied Mathematics and Computer Science", v. 11
(n. 3);
pp. 671-704.
ISSN 1641-876X.
Descripción
| Título: | Minimal Decision Rules Based on the A Priori Algorithm |
|---|---|
| Autor/es: |
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| Tipo de Documento: | Artículo |
| Título de Revista/Publicación: | International Journal of Applied Mathematics and Computer Science |
| Fecha: | Enero 2001 |
| ISSN: | 1641-876X |
| Volumen: | 11 |
| Número: | 3 |
| Materias: | |
| ODS: | |
| Escuela: | Facultad de Informática (UPM) [antigua denominación] |
| Departamento: | Lenguajes y Sistemas Informáticos e Ingeniería del Software |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
Based on rough set theory many algorithms for rules extraction from data have been proposed. Decision rules can be obtained directly from a database. Some condition values may be unnecessary in a decision rule produced directly from the database. Such values can then be eliminated to create a more comprehensi- ble (minimal) rule. Most of the algorithms that have been proposed to calculate minimal rules are based on rough set theory or machine learning. In our ap- proach, in a post-processing stage, we apply the Apriori algorithm to reduce the decision rules obtained through rough sets. The set of dependencies thus obtained will help us discover irrelevant attribute values.
Más información
| ID de Registro: | 9599 |
|---|---|
| Identificador DC: | https://oa.upm.es/9599/ |
| Identificador OAI: | oai:oa.upm.es:9599 |
| Depositado por: | Memoria Investigacion |
| Depositado el: | 30 Nov 2011 10:16 |
| Ultima Modificación: | 27 Feb 2024 10:58 |
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