Yazar "Omay, Rabia Ece" için Fen Fakültesi listeleme
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Accelerating backpropagation using effective parameters at each step and an experimental evaluation
Mammadov, Mammadağha; Taş, E.; Omay, Rabia Ece (Taylor & Francis LTD, 2008)An acceleration of backpropagation algorithm with momentum (BPM) is introduced. At every stage of the learning process, local quadratic approximation of the error function is performed and the Hessian matrix of the quadratic ... -
The empirical performances of the selection criteria for nonparametric regression using smoothing spline
Aydın, Dursun; Omay, Rabia Ece (World Scientific and Engineering Academy and Society, 2006)In this paper, the smoothing parameter selection problem has been examined in nonparametric regression using smoothing spline method for different data sets. For that reason a Monte Carlo simulation study has been performed ... -
Investigation of house price in Eskisehir (Turkey) by using semiparametric additive regression model
Omay, Rabia Ece; Aydın, D. (World Scientific and Engineering Academy and Society, 2006)In this paper, different regression models are obtained to examine relation between house price and house features in Centrum of Eskisehir Province (Turkey). The statistical analyses of this paper indicate that some of ... -
A semiparametric additive regression model: Investigation of house price in Eskisehir (Turkey)
Omay, Rabia Ece; Aydın, D. (2007)In this paper, different regression models are obtained to examine relation between house price and house features in Centrum of Eskisehir Province (Turkey). The statistical analyses of this paper indicate that some of ... -
The smoothing parameter selection problem in smoothing spline regression for different data sets
Aydın, Dursun; Omay, Rabia Ece (2007)This paper studies smoothing parameter selection problem in nonparametric regression based on smoothing spline method for different data sets. For this aim, a Monte Carlo simulation study was performed. This simulation ...