Title :
Probabilistic and statistical fuzzy set foundations of competitive exception learning
Author :
Van den Berg, Jan ; van den Bergh, Willem-Max ; Kaymak, Uzay
Author_Institution :
Fac. of Econ., Erasmus Univ., Rotterdam, Netherlands
Abstract :
After recapitulating various basic notions from classical probability theory and statistics, this theory is generalized to a probabilistic and statistical framework defined on fuzzy sets. Using the new framework, the competitive exception learning algorithm is presented, described and discussed.
Keywords :
fuzzy set theory; probability; statistics; unsupervised learning; competitive exception learning algorithm; fuzzy sets; probability theory; statistics; Computer science; Equations; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Probability distribution; Statistics; Stochastic processes; Testing;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1009140
