• Kenyan Sign Language Recognition Using Ensemble Method 

  Rotich, Stanley; Muriuki, David; Kipkebut, Andrew (Fifth Dimension Research Publication., 2025)

  The interaction between two or more people is called communication. It may be performed by word, by a written paper, by gestures like hand and head movements, by facial expression, by lips movement. Social inclusion heavily ...
• Leveraging Ensemble Models for Optimizing Predictive Accuracy of Low Birthweight Risk in Kenya. 

  Opiyo, Victor; Anyika, Emma (Science Publishing group., 2025-10-27)

  Low birth weight (LBW) is a prevalent public health challenge in low- and middle-income countries, including Kenya, where approximately 11.5% of newborns are affected. LBW is linked to heightened infant mortality, infections, ...
• A Survey on Token Transmission Attacks, Effects, and Mitigation Strategies in IoT Devices. 

  Juma Ayuma, Michael; Mbandu Angolo, Shem; Nthenge Kasyoka, Philemon (Tech science press,journal on artificial intelligence., 2025-08-19)

  The exponential growth of Internet of Things (IoT) devices has introduced significant security challenges, particularly in securing token-based communication protocols used for authentication and authorization. This survey ...
• Review of Communication Protocols and Cryptographic Techniques Applied in Secure Token Transmission. 

  Juma Ayuma, Michael; Mbandu Angolo, Shem; Nthenge Kasyoka, Philemon; Maina Karume, Simon (Tech science press,journal of cyber security., 2025-09-02)

  Token transmission is a fundamental component in diverse domains, including computer networks, blockchain systems, distributed architectures, financial transactions, secure communications, and identity verification.Ensuring ...
• Second-Hand Car Price Prediction Model in Nairobi 

  Onyiego, Brian; Anyika, Emma; Obuhuma, James (Fifth Dimension Research Publication., 2025-12)

  The second-hand car market in Kenya has grown significantly, but traditional valuation methods remain subjective and inconsistent, creating inefficiencies and information gaps between buyers and sellers. These approaches ...
• Utilization of Climate Data Analytics in Healthcare Decision-Making Processes in Migori County, Kenya. 

  Murundu, Jared; Mukudi, Fidelis (Fifth Dimension Research Publication., 2025-12)

  Climate variability is a primary driver of malaria surges in Kenya’s Lake Victoria Basin, where rainfall pulses and humid, warm conditions amplify transmission; Migori County is especially exposed due to recurrent MAM/OND ...
• Development and Validation of a Real-Time YOLOv4-Based Multi-Fruit Detection Model for Autonomous Robotic Harvesting. 

  Nyamwange Ombuna, Paul (Fifth Dimension Research Publication., 2025-12)

  Background: The global agricultural sector is facing unprecedented challenges with the world's food requirements projected to increase by 70% by 2050, along with persistent labor shortages in the harvesting processes ...
• Leveraging machine learning for diabetes prediction: Ensemble model. 

  Otieno Ogutu, McDonald; Nzioka Kituku, Benson; Karume, Simon M. (Global Journal of Engineering and Technology Advances., 2025-10-07)

  Diabetes presents great global health challenge, with delayed diagnosis significantly impeding effective management, particularly in resource-constrained regions. This project aimed to enhance timely and accurate diabetes ...
• Multi-Task Deep Learning with SHAP Explainability for Personalized Nutrition Prediction 

  Wamucii, Johnson; Kipkebut, Andrew; Wekesa, Argan (Fifth Dimension Research Publication., 2025-12)

  The purpose of this article is to address key gaps in the current personalized nutrition recommendation models. These gaps include limited personalization, limited explainability, and single-nutrient assessment/prediction. ...
• Developing a predictive intelligent model for early detection of Non-Communicable Diseases: Case study Kitui County. 

  Chepngetich, Nicole; Muriuki, David; Kiula, Mwirigi (Fifth Dimension Research Publication., 2025-12)

  This study focuses on developing a predictive machine learning model to detect non-communicable diseases (NCDs) in low-resource settings: case study Kitui county, Kenya. Poor access to diagnostics in these settings usually ...
• Evaluating Mitigates of Primary School Dropout Risk Using Machine Learning in Narok West Sub-County, Kenya. 

  Cherop, Sylvia; Anyika, Emma; Obuhuma, James (Fifth Dimension Research Publication., 2025-12)

  This paper used machine learning in assessing the mitigates of primary school dropout risk in Narok West Sub- County, Kenya. Although the use of bursaries, school feeding and community sensitization has been long held, ...
• Analysis of Network Vulnerabilities and Attack Patterns in Kenyan Public University System Networks. 

  Wanjihia, Mercy; Mukudi, Fidelis; Mandela, Ngaira (Science Publishing group., 2025-09-03)

  The rapid adoption of Information and Communication Technologies (ICTs) in Kenyan public universities has enhanced administrative efficiency and academic delivery. Still, it has also exposed networks to escalating cyber ...
• Development of a machine learning model for precipitation forecasting in Kenya. 

  Muthoki Mulinge, Damaris; Kihoro, John M.; Madila, Shadrack S.; Mbandu Angolo, Shem. (Global Journal of Engineering and Technology Advances, 2025-09-01)

  Accurate precipitation forecasting is important for mitigating the impacts of climate variability in Kenya, where erratic rainfall events considerably affect agriculture, water control and disaster preparedness. Traditional ...
• 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 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, ...
• An Enhanced Hybrid Machine Learning Model for Detecting DoS Attacks in IoT Network. 

  Ngunyi, Beatrice; Muriuki, David; Anyembe, Andrew (Fifth Dimension Research Publication., 2025)

  The rapid expansion of Internet of Things (IoT) infrastructures has introduced new security vulnerabilities, particularly Denial of Service (DoS) attacks that compromise system availability and disrupt critical services. ...

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