Browsing by Author "Ikamari, Cynthia"

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A Hybrid Machine Learning Model for Predicting Diseases in Coffee Production: A case study from Kenya.

Munyao, Joseph Kioko; Ikamari, Cynthia; Madila, Shadrack (Fifth Dimension Research Publication., 2025-12)

In Kenya coffee farming faces various challenges, which include widespread pests and diseases. These challenges endanger the quality and yield of coffee. Traditional farming mechanisms are unable to provide interventions ...
A Privacy-Preserving Data Governance in Cross-Border Telemedicine Using Federated Learning and Differential Privacy in Kenya.

Meyo, Michael; Ikamari, Cynthia; Mile, Anthony (Science Publishing group., 2025-09-19)

This study presents a privacy-preserving learning model designed for cross-border telemedicine in East Africa that keeps raw patient records in country while hospitals collaborate on model quality. The core of this approach ...

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