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Browsing by Subject "Fuzzy Classification"

Browsing by Subject "Fuzzy Classification"

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  • A new classifier design with fuzzy functions 
    Celikyılmaz, Aslı; Türkşen, I. Burhan; Aktaş, Ramazan; Doğanay, M. Mete; Ceylan, N. Başak (Springer-Verlag Berlin, 2007)
    This paper presents a new fuzzy classifier design, which constructs one classifier for each fuzzy partition of a given system. The new approach, namely Fuzzy Classifier Functions (FCF), is an adaptation of our generic ...
  • Classification Models Based On Tanaka's Fuzzy Linear Regression Approach: the Case of Customer Satisfaction Modeling 
    Bayrak, Özlem Türker (IOS Press, 2010)
    Fuzzy linear regression (FLR) approaches are widely used for modeling relations between variables that involve human judgments, qualitative and imprecise data. Tanaka's FLR analysis is the first one developed and widely ...
  • Increasing accuracy of two-class pattern recognition with enhanced fuzzy functions 
    Çelikyılmaz, Aslı; Türkşen, İsmail Burhan; Aktaş, Ramazan; Doğanay, Mehmet Mete; Ceylan, Nildağ Başak (Pergamon-Elsevier Science Ltd, 2009-03)
    In building an approximate fuzzy classifier system, significant effort is laid oil estimation and fine tuning of fuzzy sets. However, in such systems little thought is given to the way in which membership functions are ...