Title :
Fuzzy partitioning using mathematical morphology in a learning scheme
Author :
Marsala, Christophe ; Bouchon-Meunier, Bernadette
Author_Institution :
LAFORIA-IBP, Univ. Pierre et Marie Curie, Paris, France
Abstract :
We present an algorithm to infer a fuzzy partition over a set of numerical values. This algorithm is based on mathematical morphology and is expressed in the theory of formal languages. It is usable when the numerical values are associated with a class. We use this algorithm during the construction of a fuzzy decision tree, when no fuzzy partition is available for a numerical attribute
Keywords :
formal languages; fuzzy logic; fuzzy set theory; learning by example; mathematical morphology; formal languages; fuzzy decision tree; fuzzy partitioning; inductive learning; learning scheme; mathematical morphology; numerical attribute; Clustering algorithms; Decision trees; Formal languages; Fuzzy sets; Genetics; Morphology; Neural networks; Partitioning algorithms;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552399
