American Journal of Neural Networks and Applications

Volume 10, Issue 1, June 2024

  • Methodology Article

    Closing the Gap on Addiction Recovery Engagement with an AI-infused Convolutional Neural Network Technology Application—A Design Vision

    Benjamin Jacob, Heather McDonald, Joe Bohn*

    Issue: Volume 10, Issue 1, June 2024
    Pages: 1-14
    Received: 6 February 2024
    Accepted: 27 February 2024
    Published: 7 March 2024
    Abstract: Currently, real-time detection networks elaborate the technical details of the Faster Regional Convolution Neural Network (R-CNN) recognition pipeline. Within existing R-CNN literature, the evolution exhibited by R-CNN is most profound in terms of computational efficiency integrating each training stage to reduce test time and improvement in mean a... Show More
  • Research Article

    Accuracy Assessment of Dimensionality Reduction Techniques in Novel Approach of Precise Noise Levels Prediction and Mapping

    Peter Ekow Baffoe*, Yao Yevenyo Ziggah

    Issue: Volume 10, Issue 1, June 2024
    Pages: 15-26
    Received: 11 April 2024
    Accepted: 6 May 2024
    Published: 24 May 2024
    Abstract: The increasing effects of noise pollution have necessitated the prediction of noise levels. In this regard, it has become very prudent to find models which are practically applicable and have the capability to predict noise levels with accuracy. In this project, two dimensionality reduction techniques namely the Principal Component Analysis (PCA) a... Show More