VIII Conferencia de la Asociación Española para la Inteligencia Artificial - CAEPIA 1999, Murcia (Spain). 16-19 November 1999
Summary:
One of the drawbacks for the fuzzy-ARTMAP algorithm is its dependence on the order of the training samples. When we want to extract linguistic rules from samples, we need a system able to produce as few rules as posible, while maintaining its liability. We propose that an overcome of the difficulty can arise from a recursive reordering of the training samples acording with parameters suggested by the algorithm itself.
Keywords: Neural networks, fuzzy-ARTMAP, incremental learning, linguistic rule extraction.
Published in VIII Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA'99, pp: 158-165, ISBN: 931170-0-5
Publication date: 1999-11-19.
Citation:
P. Tejedor, J. Martínez, E.F. Sánchez-Úbeda, ., VIII Conferencia de la Asociación Española para la Inteligencia Artificial - CAEPIA 1999, Murcia (Spain). 16-19 November 1999. In: VIII Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA'99: Libro de actas, ISBN: 931170-0-5
