Browsing by Subject "artificial neural networks"

Now showing items 1-2 of 2

    • A model for predicting failure of oil pipelines 

      Senouci, Ahmed; Elabbasy, Mohamed; Elwakil, Emad; Abdrabou, Bassem; Zayed, Tarek ( Taylor & Francis , 2014 , Article)
      Oil and gas pipelines transport millions of dollars of goods everyday worldwide. Even though they are the safest way to transport petroleum products, pipelines do still fail generating hazardous consequences and irreparable ...

    • Case Study: Predicting Future Forex Prices Using MLP and LSTM Models 

      Mesleh, Mahmoud; Kiranyaz, Mustafa ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)
      This study compiles 10 years of past daily closing prices for numerous trading assets, and economic reports. The data will be used to train, test, and validate a variety of ANN and LSTM models. This paper introduces a ...