American Journal of Neural Networks and Applications

Volume 9, Issue 1, June 2023

  • AI-Driven Security: How Machine Learning Will Shape the Future of Cybersecurity and Web 3.0

    Jasmin Praful Bharadiya

    Issue: Volume 9, Issue 1, June 2023
    Pages: 1-7
    Received: May 07, 2023
    Accepted: May 26, 2023
    Published: Jun. 10, 2023
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    Abstract: As the world becomes increasingly digital, the need for advanced cybersecurity measures has never been greater. Cybersecurity is the practice of protecting computer systems, networks, and digital information from unauthorized access, theft, or damage. With the increasing reliance on digital technology in almost every aspect of modern life, the impo... Show More
  • Research Article

    Modelling and Forecasting Inflation Rates in Kenya Using ARIMA-ANN Hybrid Model

    Barry Agingu Jagero, Thomas Mageto, Samuel Mwalili

    Issue: Volume 9, Issue 1, June 2023
    Pages: 8-17
    Received: Sep. 27, 2023
    Accepted: Oct. 16, 2023
    Published: Oct. 28, 2023
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    Abstract: This study explored the complexities of modeling and forecasting inflation rates in Kenya, leveraging a sophisticated ARIMA-ANN hybrid model. Traditional ARIMA models, although proficient in capturing linear relationships, often falter in the face of non-linear, complex patterns inherent in economic data. To enhance accuracy, we integrated an ANN w... Show More