Yazar "Omay, Rabia Ece" için Makale Koleksiyonu 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 ... -
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 ...