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We first review the development of Fuzzy System Models from “Fuzzy Rule bases” proposed by Zadeh (1965, 1975) and applied by Mamdani, et al. (1981) to “Fuzzy Functions” proposed by Türksen (2007-2008) and further developed by Celikyilmaz and Türksen (2007-2009) in a variety of versions. Next, we also review a complementary development of “Fuzzy C-Regression Model”, (FCRM) proposed by Hathaway and Bezdek, (1993) as well as a “Combined FCM, and FCRM” algorithms proposed by Höppner and Klawonn (2003).
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