Publication
My publication portfolio reflects interdisciplinary contributions across Artificial Intelligence, Machine Learning, Health Informatics, Information Systems, Software Engineering, and Responsible Technology. My research has been published in peer-reviewed journals and international scholarly platforms with emphasis on innovation, practical application, and societal impact.
Reconciling Cultural Values with Algorithmic Profiling Through Kenya's Data Protection Lens: A Conceptual Framework for Inferential Privacy
Murikah, W., Nthenge, J. K., & Musyoka, F. M.
Telematics and Informatics Reports · 2026
Balancing interpretability and accuracy: a comparative evaluation of logistic regression and machine learning approaches for coronary heart disease risk prediction
Wanyonyi, M., Morris, Z. N., Musyoka, F. M., Makaa, D., & Kitavi, D. M.
Authorea Preprints · 2026
Enhanced machine learning and hybrid ensemble approaches for Coronary Heart Disease prediction
Wanyonyi M, Morris ZN, Musyoka FM, Kitavi DM
PLoS One · 2025
Enhancing Biometric Access Security in Pharmaceutical Companies through Contactless Multimodal Fusion: A Proposed Model Framework and Systematic Review
Wambui, B. M., Kamau, J., & Musyoka, F. M.
Journal of Intelligent Systems and Applied Data Science · 2025
Predicting Coronary Heart Disease Using Classical Statistical Models: A Comparative Evaluation of Logistic Regression and Cox Proportional Hazards
Wanyonyi, M., Morris, Z. N., Musyoka, F. M., & Kitavi, D. M.
IAENG International Journal of Applied Mathematics, 55(12) · 2025
How Knowledge Management Systems Trap Dynamic Organisations into Outdated Practices: A Systematic Review
Kogi, D., Mugo, D. M., Musyoka, F. M., & Murikah, W.
Scientific African · 2025
Ethical Considerations in AI-Based User Profiling for Knowledge Management: A Critical Review
Njiru, D. K., Mugo, D. M., & Musyoka, F. M.
Telematics and Informatics Reports · 2025
Sentiment Analysis-Based Model for Monitoring User Engagement with Mental Health Chatbots
Mmbayi, I. I., Gakii, C., & Musyoka, F. M.
Engineering Reports · 2025
Applying SERVQUAL Model in Library Service Delivery to Attain Students Satisfaction at a Private University in Kenya
Masinde, J. M., Mugambi, F., Musyoka, F. M., & Masinde, R. C.
International Journal of Librarianship, 10(1) · 2025
Enhancing Personalized Learning in Programming Education through Generative Artificial Intelligence Frameworks: A Systematic Literature Review
Mboya, F. M., Wambugu, G. M., Oirere, A. M., Omuya, E. O., Musyoka, F. M., & Gikandi, J. W.
International Journal of Advanced Trends in Computer Science and Engineering · 2025
Content Based Approach for Detecting Smishing Messages in Mobile Phones Using an Improved Convolutional Neural Networks Model
Mbevi, R. M., Kamau, J., & Musyoka, F. M.
African Journal of Empirical Research, 6(2), 188-204 · 2025
A simplified approach to establishing the impact of software source code changes on requirements specifications
Muthengi, F. M., Mugo, D. M., Mutua, S. M., & Musyoka, F. M.
Bulletin of Electrical Engineering and Informatics · 2025
Bias and Ethics of AI systems in Auditing — A Systematic Review
Murikah, W., Nthenge, J. K., & Musyoka, F. M.
Scientific African · 2024
Model for Total Cost Determination in Open-Source Software Ownership: Case of Kenyan Universities' Learning Management System
Kodhek, D. K., Kamau, J. W., & Musyoka, F. M.
Computer and Information Science · 2024
Hybrid Machine Learning Algorithms for Risk Assessment in Insurance Industry: Empirical Review
Nthenge, J. K., Musyoka, F. M., & Mugo, D. M.
Heliyon · 2024
Method level static source code analysis on behavioral change impact analysis in software regression testing
Muthengi, F. M., Mugo, D. M., Mutua, S. M., & Musyoka, F. M.
Indonesian Journal of Electrical Engineering and Computer Science, Vol. 35(1) · 2024
Role of a 24-hour Ambulatory Internet of Things System in Preeclampsia Monitoring: Technologies, Challenges, and Future Path Survey
Musyoka, F. M.
International Journal on Recent and Innovation Trends in Computing and Communication · 2023
Implementing a Hybrid Model using K-Means Clustering and Artificial Neural Networks for Risk Prediction in Life Insurance
Kimanga, J., Musyoka, F. M., & Mugo, D.
International Journal on Recent and Innovation Trends in Computing and Communication, 11(9) · 2023
Cramer-Rao Bound for Direction-of-Arrival Estimation Using a Triad of First-Order Cardioid Sensors
Kitavi, D. M., & Musyoka, F. M.
IEEE — International Conference on Electrical, Computer and Energy Technologies (ICECET) · 2021
Internet of Things based model for identifying paediatric emergency cases
Muchori, J. G., Kamau, G., & Musyoka, F. M.
Advanced Medical Sciences: An International Journal (AMS), Vol 8 · 2021
Performance Evaluation of Internet of Things Prototype for Preeclampsia Monitoring in Antenatal Care
Musyoka, F. M.
International Journal of Engineering and Advanced Technology · 2020
A 24-hour ambulatory blood pressure monitoring system for preeclampsia management in antenatal care
Musyoka, F. M., Thiga, M. M., & Muchiri, G. M.
Informatics in Medicine Unlocked, Elsevier · 2019
An Assessment of Suitable and Affordable Smart armband for preeclampsia Management in Antenatal Care
Musyoka, F. M., Thiga, M. M., & Muchiri, G. M.
International Journal of Information Technology, 3(6) · 2019
Analysis of Static Code Techniques for Vulnerability Detection: A reviewed Literature
Musyoka, F. M.
International Journal of Modern Computer Science (IJMCS), 5(5), pp 29-31 · 2017
Determinants of Mobile Apps in C++ Programming Course: A reviewed Literature
Musyoka, F. M.
International Journal of Modern Computer Science (IJMCS), 5(5), pp 26-28 · 2017
An Assessment framework for Internet banking system reliability
Musyoka, F. M., Muchiri, G., & Ikoha, A. P.
International Journal of Technology in Computer Science & Engineering, 1(3), pp 88-100 · 2014