Author

Joyce B. Mwangama

2 papers indexed here

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Book Open access Sep 2026

FedFarm: Privacy-Preserving Federated Learning for Cassava Disease Diagnosis on Smallholder Farmers' Smartphones

FedFarm demonstrates that privacy-preserving, communication-efficient AI is achievable on the hardware that smallholder farmers already own, offering a replicable blueprint for responsible AI deployment in food-insecure, low-resource agricultural settings across the Global South.

Joachim Nedaouka, J. L. Fendji, B. Yenke et al. · Proceedings of the 2026 Inte... · 2 citations

#edge computing Open access Sep 2026

Designing a Pan-African Research Infrastructure for Digital Sciences: DIGITAfrica Vision, Blueprint Methodology, and Roadmap

This paper presents the vision, methodology, and deployment roadmap of DIGITAfrica, a Horizon Europe initiative preparing a pan-African Research Infrastructure in digital sciences, and introduces a blueprint-based methodology for specifying interoperable, incrementally deployable, and sustainable digital infrastructure...

Raffaele Bruno, Michela Natilli, Serge Fdida et al. · EPJ Research Infrastructures · 0 citations