Yazar "Mammadov, M." için listeleme
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A comparative study of hybrid, neural networks and nonparametric regression models in time series prediction
Aydin, D.; Mammadov, M. (2009)This paper presents a comparative study of the hybrid models, neural networks and nonparametric regression models in time series forecasting. The components of these hybrid models are consisting of the nonparametric ... -
Forecasting with the aid of hybrid models, combining neural networks and nonparametric regression models in time series
Mammadov, M.; Aydin, D. (Vilnius Gediminas Technical University, 2010)The goal of this article is to introduce the hybrid models that combine nonparametric regression and artificial neural networks. Smoothing spline, regression spline and additive regression models are considered as the ...