Browsing School of Computing and Informatics Technology (CIT) by Subject "Explainable Artificial Intelligence"

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    • Explainable AI for Black Sigatoka Detection in Constrained Resource Settings 

      Kalungi, Joshua Edward; Yiga, Gilbert; Kayanja, Emmy William; Kyagaba, Jonah Mubuuke (Makerere University, 2023-06-30)
      Agriculture is a crucial sector in Uganda’s economy, serving as the primary source of income for many Ugandans. However, plant diseases are a major issue in agriculture as they have an impact on both the quantity and quality ...

    • Explainable artificial intelligence and deep transfer learning for the diagnosis of maize diseases 

      Mukisa, Samuel Owekitiibwa; Ntanda, Kimuli Aloysius; Othieno, Benedict Ernest; Banadda, Mubaraka (Makerere University, 2023-07-03)
      In the East African region, agricultural cereal crops such as rice, maize, wheat, and cotton are widely produced. Among these crops, maize is considered to be the most important due to its high nutritional significance ...

    • Transparent price forecasting AI Model for basic food commodities in Uganda 

      Waliggo Bbale, Reagan; Kasasa, Muhammad,; Ssembatya, David; Isadru, Santos (Makerere University, 2023-07)
      Price fluctuations have been on the rise, especially for the basic food commodities in Uganda and are attributed to many causes. The use of machine learning algorithms was used to forecast the future prices in order to ...