Yazar "Memmedli, Memmedaga" için Makale Koleksiyonu listeleme
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Analysis of international debt problem using artificial neural networks and statistical methods
Yazıcı, Berna; Memmedli, Memmedaga; Aslanargun, Atilla; Asma, Senay (Springer, 2010)It is known from the scientific researches that artificial neural networks are alternatives of statistical methods such as regression analysis and classification in recent years. Since multi-layer backpropagation neural ... -
An application of fuzzy time series to improve ISE forecasting
Memmedli, Memmedaga; Özdemir, Özer (2010)The problem of fuzzy time series forecasting plays an important role in many scientific areas such as statistics and neural networks. While forecasting fuzzy time series, most of forecasting applications use the same length ... -
An application of various nonparametric techniques by nonparametric regression splines
Memmedli, Memmedaga; Nizamitdinov, A. (2012)In this paper we made a comparison study between regression spline, penalized spline, and their Bayesian versions: adaptive Bayesian regression spline and Bayesian penalized spline with a different number of observations. ... -
An empirical study of fuzzy approach with artificial neural network models
Memmedli, Memmedaga; Özdemir, Özer (2012)Time series forecasting based on fuzzy approach by using artificial neural networks is a significant topic in many scientific areas nowadays. Artificial neural network models are sufficient due to their abilities to solve ... -
Near optimal step size and momentum in gradient descent for quadratic functions
Taş, Engin; Memmedli, Memmedaga (Scientific Technical Research Council Turkey-Tubitak, 2017)Many problems in statistical estimation, classification, and regression can be cast as optimization problems. Gradient descent, which is one of the simplest and easy to implement multivariate optimization techniques, lies ...