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Comparison Study on Smoothing Parameter and Sample Size in Nonparametric Fuzzy Local Polynomial Regression Models
Memmedli, Memmedaga; Yıldız, Münevvere (IEEE, 2012)In this paper, we considered the relationship between the smoothing parameter value and sample size as a simulation study in nonparametric fuzzy local polynomial regression. For this aim, we developed fuzzy version of ... -
Existence of the Optimal Trajectories of the Controllable System Described by an Affine Integral Equation
Hüseyin, Nesir; Hüseyin, Anar; Guseinov, Khalik G. (IEEE, 2012)In this paper the control system with integral constraint on the controls is studied. It is assumed that the behavior of the system is described by an affine Volterra integral equation which is nonlinear with respect to ... -
Optimization of Interval Length for Neural Network Based Fuzzy Time Series
Özdemir, Özer; Memmedli, Memmedaga (IEEE, 2012)Fuzzy time series models have become important in past decades with neural networks. Hence, this study aims to improve forecasting performance of neural network based fuzzy time series by using an optimization function to ...