• A Hybrid Machine Learning Model for Detecting and Preventing Corruption in Kenya’s Public Procurement Contracts 

  Ndolo, Melchizedeck; Wanjoya, Anthony; Kasyoka, Philemon (Science Publishing group., 2025-10-10)

  Corruption in public procurement undermines fiscal sustainability, distorts competition, and reduces service quality. Conventional anti-corruption controls-manual audits, rule-based checks, and ex-post reviews-struggle to ...
• Credit Risk Indicators for Microfinance Institutions within Machakos County, Kenya 

  Kasina, Martin M.; Kihoro, John M.; Kibet, Alex (Fifth Dimension Research Publication., 2025-12)

  Microfinance institutions in Kenya play a unique role in promoting financial inclusion, loans, and savings provision, especially to low-income individuals and small-scale entrepreneurs. However, despite their benefits, ...
• A Predictive Intelligence Model for Fake News Detection on Online Media. 

  Kamwira, Titus; Muriuki, David; Khadullo, Kennedy (Fifth Dimension Research Publication., 2025)

  The spread of fake news in the present day has been a common occurrence especially in online social networks. Unverified news on social media have huge negative impact on public trust, political processes, and societal ...
• 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 ...
• A drought forecasting model using the prophet time series analysis technique. 

  Katumo, Eric; Katila, Charles; Omolo, Richard; Hadullo, Ken (Fifth Dimension Research Publication., 2025-08)

  Drought remains one of the most devastating environmental hazards, significantly affecting agricultural productivity, water availability, and socio-economic stability, particularly in semi-arid regions like Machakos County, ...

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