Vol. 1, Issue 1

Development of a UAV-Acquired Dataset for Machine Learning-Based Farm Intrusion Detection

By: Hirya Richard, Lukwago Hussein, Mutesi Winnie, Namiiro Esther, Nyanzi Muniir, Stanley Mugisha
Edition: Vol. 1, Issue 1
https://doi.org/10.5281/zenodo.21650655 While Unmanned Aerial Vehicles (UAVs) offer promising capabilities for aerial monitoring, there remains a critical shortage of publicly available, UAV-acquired datasets specifically designed for machine learning-based intrusion detection in agricultural settings. Existing datasets either lack aerial perspectives, omit essential “empty space” categories for negative sampling, or are not optimized…
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A Collaborative Digital Platform for Green Charcoal Production Data Management

By: Benedict Oyo, Daniel Ogenrwot, Geoffrey Olok Tabo, Kevin Aber, Lone Dirckinck-Holmfeld
Edition: Vol. 1, Issue 1
https://doi.org/10.5281/zenodo.21650768 Green charcoal offers a potential alternative to traditional biomass fuels in Uganda, yet its value chain remains fragmented, ineffective, and undigitized. The study presents the design and development of a collaborative, modular digital platform aimed at improving coordination, traceability, and data-driven decision-making in the green charcoal value chain. Participants…
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ClickToAssist: An AI-Driven Platform for Transforming Uganda’s Informal Service Economy through Contextual Algorithmic Matching

By: Nakisisa George
Edition: Vol. 1, Issue 1
https://doi.org/10.5281/zenodo.21650897 Uganda’s informal service sector—employing 70% of working Ugandans—suffers from severe market fragmentation characterized by trust deficits and information asymmetry. We developed ClickToAssist, an AI-powered platform engineered specifically for Uganda’s context. Through field testing across Kampala with 250 verified service providers and 1,200 customers, we implemented community-based verification and culturally…
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Analysis of INI in 5G NR Modulation Schemes using Windowing and Pulse Shaping

By: Agaba Collin
Edition: Vol. 1, Issue 1
https://doi.org/10.5281/zenodo.21651593 5G and other next-generation telecommunications technologies require sufficient bandwidth, reliability, and speed. The deployment of mixed numerologies can harness the diverse use cases of 5G, including Enhanced Mobile Broadband (eMBB), Ultra Reliable Low-Latency Communication (URLLC), and Massive Machine Type Communication (mMTC) or Internet of Things (IoT). Although this sounds…
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Digital Resource Utilization by Users in Academic Libraries in Uganda: A case of Makerere University Library

By: George Ebine, Kumar Pradeep
Edition: Vol. 1, Issue 1
https://doi.org/10.5281/zenodo.21651631 This study investigates digital resource utilization at Makerere University Library in Uganda. The objectives were to identify digital resources utilized, examine how social influence and resource acquisition affect utilisation, determine awareness levels’ influence, and examine challenges faced. Using an explanatory research design with a quantitative approach, data were collected…
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