(also from wikipedia on fuzzy logic):
"Bruno de Finetti argues[citation needed] that only one
kind of mathematical uncertainty, probability, is
needed, and thus fuzzy logic is unnecessary. However,
Bart Kosko shows in Fuzziness vs. Probability that
probability theory is a subtheory of fuzzy logic, as
questions of degrees of belief in mutually-exclusive
set membership in probability theory can be represented
as certain cases of non-mutually-exclusive graded
membership in fuzzy theory. In that context, he also
derives Bayes' theorem from the concept of fuzzy
subsethood. Lotfi A. Zadeh argues that fuzzy logic is
different in character from probability, and is not a
replacement for it. He fuzzified probability to fuzzy
probability and also generalized it to possibility
theory. (cf.[10])"
http://sipi.usc.edu/~kosko/Fuzziness_Vs_Probability.pdf