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Author

Jairus Odawa

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Open access Sep 2026

Development of a machine learning model for loan default risk prediction in savings and credit cooperative organizations

Loan default remains a substantial challenge for Savings and Credit Cooperative Organizations (SACCOs), as it can increase credit risk, reduce profitability, and weaken financial sustainability. Although SACCOs increasingly use computerized information systems to manage lending activities, historical borrower data are...

Joseph Airo Anyimbi, Raphael Angulu, Jairus Odawa · 0 citations
Review Open access Jul 2026

Deep Learning Approaches for Crime Detection in Surveillance Systems: A Comprehensive Review

This research presents a comprehensive review and synthesis of various state-of-the-art deep learning architectures employed in surveillance video-based crime detection and recognition systems, including 3D Convolutional Neural Networks (3D-CNN), Residual Networks (ResNets), Recurrent Neural Networks (RNN), Bidirection...

Hesbon Amwayi, Jairus Odawa, Cedric Okinda · 0 citations

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