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Browsing SOE - Scholarly Publications by Author "Joun, C."

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Browsing SOE - Scholarly Publications by Author "Joun, C."

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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 ...
  • A GUI-based artificial neural network simulator 
    Nasr, G.E.; Joun, C.; Zaatar, W. (IEEE Xplore, 2017-12-05)
    In this paper, a Java-based artificial neural network simulator is presented. Requirements for an educational model are also introduced and an implementation procedure is then depicted. Feature comparison between this model ...

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