Browsing SOE - Scholarly Publications by Author "Badr, E.A."

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Backpropagation neural networks for modeling gasoline consumption

Nasr, George; Badr, E.A.; Joun, C. (2016-02-23)

This paper presents an artificial neural network (ANN) approach to gasoline consumption (GC) forecasting in Lebanon. In order to provide the forecasted gasoline consumption, the ANN interpolates among the GC and its ...
Cross entropy error function in neural networks

Nasr, G.E.; Badr, E.A.; Joun, C. (ACM, 2017-12-05)

This paper applies artificial neural networks to forecast gasoline consumption. The ANN is implemented using the cross entropy error function in the training stage. The cross entropy function is proven to accelerate the ...
Econometric modeling of electricity consumption in post-war Lebanon

Nasr, G. E.; Dibeh, G.; Badr, E.A. (2017-08-25)

This paper applies econometric models to investigate determinants of electrical energy consumption in post-war Lebanon. The impact of the Gross Domestic Product (GDP), proxied by total imports (TI), and degree days (DD) ...
Neural networks in forecasting electrical energy consumption

Nasr, George; Badr, E.A.; Younes, M.R. (2016-02-23)

This paper presents an artificial neural network (ANN) approach to electric energy consumption (EEC) forecasting in Lebanon. In order to provide the forecasted energy consumption, the ANN interpolates among the EEC and its ...

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