Moi University Open Access Repository

Browsing by Subject "Machine learning"

Browsing by Subject "Machine learning"

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  • Comparing deep learning models for population screening using chest radiography 
    Sivaramakrishnan, R; Antani, Sameer; Candemir, Sema; Xue, Zhiyun; Abuya, Joseph; Kohlic, Marc; Alderson, Philip; Thoma, George (Spie, 2018-02)
    According to the World Health Organization (WHO), tuberculosis (TB) remains the most deadly infectious disease in the world. In a 2015 global annual TB report, 1.5 million TB related deaths were reported. The conditions ...
  • Drivers of potential policyholders’ uptake of insurance in Kenya using Random Forest 
    Yego, Nelson K.; Nkurunziza, Joseph; Kasozi, Juma (LLC “Consulting Publishing Company “Business Perspectives, 2023)
    The low adoption of insurance by potential policyholders in developing countries like Kenya is a cause for concern for insurers, regulators, and other marketing stakehold- ers. To effectively design targeted marketing ...
  • An Instance-based deep transfer learning approach for Resource-Constrained Environments 
    Kimutai, Gibson; Förster, Anna (NET4us ’, 2022)
    Although Deep Learning (DL) is revolutionising practices across fields, it requires a large amount of data and computing resources, requires considerable training time, and is thus expensive. This study proposes a ...
  • Predictive geochemical mapping using machine learning in western Kenya 
    Humphrey, Olivier S.; Cave, Mark; Hamilton, Elliott M.; Osano, Odipo; Menya, Diana; Watts, Michael J. (Elsevier, 2023-10-25)
    Digital soil mapping techniques represent a cost-effective method for obtaining detailed information regarding the spatial distribution of chemical elements in soils. Machine learning (ML) algorithms using random forest ...