This paper is an overview of results regarding various representations
of fuzzy measures and methods for constructing fuzzy measures in the
context of expert systems, which were obtained by the authors and thei
r associates during the last three years. Included are methods for con
structing fuzzy measures by various transformations, by extension, by
statistical inference, and by various data-driven methods based either
on the Sugeno-integral or the Choquet-integral and using neural netwo
rks, genetic algorithms, or fuzzy relation equations. (C) 1997 Elsevie
r Science B.V.