Search
Now showing items 1-4 of 4
Genetic Classifier System as a heuristic weighting method for a Case-Based Classifier System
(3r Congrés Català d'Intel·ligència Artificial, Vilanova i la Geltrú, del 5-7 d'octubre 2000, 2000-10)
This paper proposes how to use a Genetic Classifier System as a heuristic weighting method for a Case-Based Classifier System. The preliminary results are performed into a specific domain: the prediction ...
Hybrid Deletion Policies for Case Base Maintenance
(16th International Florida Artificial Intelligence Research Society Conference, Florida, 12-14 of May 2003, 2003-05)
Case memory maintenance in a Case-Based Reasoning sys-tem is important for two main reasons: (1) to control the casememory size; (2) to reduce irrelevant and redundant instancesthat may produce ...
Revisión sobre métricas de complejidad en el modelado de clústers de un sistema CBR
(II Congreso Español de Informática. V Taller de Minería de Datos y Aprendizaje, Zaragoza, del 11-14 septiembre 2007, 2007-09)
El análisis de la complejidad de los datos mediante métricas de complejidad es útil para predecir el comportamiento de un sistema de aprendizaje. Este trabajo ilustra cómo las métricas permiten definir ...
BASTIAN: incorporating the Rough Sets theory into a Case-Bases Classifier System
(3r Congrés Català d'Intel·ligència Artificial, Vilanova i la Geltrú, del 5-7 d'octubre 2000, 2000-10)
This paper proposes how to incorporate the Rough Sets theory as a weighting method into a Case-Based Classifier System. This hybrid system has been implemented into the platform called BASTIAN ( ...