Browsing School of Computing and Informatics Technology Collection by Subject "Machine Learning"

Now showing items 1-9 of 9

    • An AI intelligence Student Assessment System 

      Nsubuga, Frank; Nagujja, Mariam; Mpagi Kato, Samuel; Mwega, Gilbert; Ogwel Emmanuel, Patrick (Makerere University, 2023-07-18)
      The rapid advancement of artificial intelligence (AI) technology has paved the way for innovative approaches to educational assessment. This report presents the development and implementation of an AI-based student assessment ...

    • Explainable artificial intelligence and deep transfer learning for skin disease diagnosis 

      Tumwebaze, Pius; Mayanja, James; Mwesigwa, Joshua; Asanda, Hall Enoch (Makerere University, 2023-06)
      This Report aims at describing a tool that can potentially be used to support institutions, research, and patients in the implementation of focused remedies, based on quantifiable and Prescaler elements, for interpretable ...

    • The idealcrop system 

      Amutuhaire, Mujaidu; Kwizera, Nicholas; Nakasango, Shariffa; Wangota, Felix Daniel (Makerere University, 2021-12)
      This report is for the implementation of the IdealCrop System, from its design to completion. It is a web-based machine learning application that provides a service to farmers or farm managers, enabling them to make informed ...

    • Intrusion detection system using artificial intelligence and machine learning 

      Kikulwe, Andrew; Kakai, Shanice Norah Pande; Kakembo, Owen Ntambi; Kalanzi, Grace Mercy (Makerere University, 2024-06)
      In Cyber security, the safeguarding of digital assets against malicious intrusions stands as a paramount concern. This report explores the development and evaluation of an Intrusion Detection System (IDS) leveraging a ...

    • Labor optimization system 

      Muwonge, Emmanuel; Kisembo, Erinah Tumusiime; Mutebi, Wilson; Sunday, Deogratias (Makerere University, 2021-04-26)
      The Labor optimization System will provide a solution to the problem of labor underutilization and labor over utilization in many organizations in Uganda which may at first not seem as a big issue to business and yet it ...

    • A machine learning algorithm for micro-credit coring 

      Kembabazi, Sandra Aine; Adoch, Teopista; Mugumbya, Benon; Nankabirwa, Ketra Vannesa (Makerere University, 2024-06)
      The increasing adoption of mobile money services has paved the way for innovative financial solutions, particularly in the realm of micro-credit. This study introduces a Mobile Money Micro-Credit Scoring System designed ...

    • A Machine Learning Algorithm for Micro-credit Scoring 

      Kembabazi, Sandra Aine; Adoch, Teopista; Mugumbya, Benon; Nankabirwa, Ketra Vannesa (MAKERERE UNIVERSITY, 2024-12-02)
      The increasing adoption of mobile money services has paved the way for innovative financial solutions, particularly in the realm of micro-credit. This study introduces a Mobile Money Micro-Credit Scoring System designed ...

    • Physical violence detection using a deep-learning model 

      Nzima, Ghislain; Kakuyo, Philip; Tayebwa Bruno, Businge; Nabuuso, Erina (Makerere University, 2023-07-18)
      Physical violence-related crimes are rampant in Uganda and the rest of the world. These include; muggings, beatings, robberies, assaults and so many others. As a result, citizens feel extremely insecure and fear night ...

    • RaiD - A system for automated abnormality detection in chest radiographs 

      Mugisha, Stephen; Mayanja, Benjamin Vincent; Katwere, Leo; Kengo, Wada (2022-01)
      Medical imaging techniques such as X-rays, Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) scans are widely used to diagnose several medical conditions ranging from broken bones to detecting cancer tumors in ...