Archive

Volume 9, Issue 2, December 2025

  • Research/Technical Note

    Tuning the Training of Neural Networks by Using the Perturbation Technique

    Huseyin Murat Cekirge*

    Issue: Volume 9, Issue 2, December 2025
    Pages: 107-109
    Received: 5 June 2025
    Accepted: 21 June 2025
    Published: 6 July 2025
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    Abstract: The calculation of biases and weights in neural network are being calculated or trained by using stochastic random descent method at the layers of the neural networks. For increasing efficiency and performance, the perturbation scheme is introduced for fine tuning of these calculations. It is aimed at introducing the perturbation techniques into tr... Show More
  • Research Article

    Towards a Set of Morphosyntactic Labels for the Fulani Language: An Approach Inspired by the EAGLES Recommendations and Fulani Grammar

    Zouleiha Alhadji Ibrahima, Charles Moudina Varmantchaonala, Dayang Paul*, Kolyang

    Issue: Volume 9, Issue 2, December 2025
    Pages: 110-121
    Received: 4 June 2025
    Accepted: 27 June 2025
    Published: 21 July 2025
    DOI: 10.11648/j.ajai.20250902.12
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    Abstract: This paper details the development of a morphosyntactic label set for the Adamawa dialect of the Fulani language (Fulfulde), addressing the critical lack of digital resources and automatic processing tools for this significant African language. The primary objective is to facilitate the creation of a training corpus for morphosyntactic tagging, the... Show More