Research output

1. 2026

   A deterministic mathematical model for the transmission dynamics of Fusarium wilt of banana in a plantation system

   Olivia Andrea, et al.

   Scientific African (Elsevier)

2. 2026

   Gated recurrent unit model for forecasting greenhouse gas concentrations with uncertainty quantification

   Erica Hargety, et al.

   Frontiers in Artificial Intelligence

3. 2026

   On the use of synthetic data for healthcare AI in Africa: Technical performance, governance challenges, and policy readiness

   Ally S. Nyamawe, Deo Shao

   Digital Health (SAGE)

4. 2026

   Farm-level yield prediction for maize, rice, and beans in Tanzania using machine learning and multi-source agricultural data

   Bally S. Omary, et al.

   Smart Agricultural Technology (Elsevier)

5. 2025

   Is the public sector Africa's hidden force for AI-driven healthcare transformation?

   Ally S. Nyamawe

   Telematics and Informatics Reports (Elsevier)

6. 2025

   Practical Machine Learning: A Beginner's Guide with Ethical Insights

   Ally S. Nyamawe, Mohamedi M. Mjahidi, Noe E. Nnko, Salim A. Diwani, Godbless G. Minja, Kulwa Malyango

   Taylor & Francis

   DOI

7. 2025

   Requirements for Building a Business-Driven Reference Architecture for Implementation of Big Data Analytics by Public Sector Organizations: A Case Study of Uganda

   Matendo Didas, Frederick Chali, Noe Elisa, Jabhera Matogoro

   IEEE

   DOI

8. 2024

   The industry 4.0 technologies, opportunities and challenges for developing countries: a systematic literature review analysis

   Matendo Didas, Frederick Chali

   ACCENTS Journals/International Journal of Advanced Computer Research

   DOI

9. 2024

   Uncovering service gaps and patterns in smallholder dairy production systems: A data mining approach

   Devotha G. Nyambo

   ScienceDirect/Scientific African

   DOI

10. 2024

    Review of Sources of Uncertainty and Techniques Used in Uncertainty Quantification and Sensitivity Analysis to Estimate Greenhouse Gas Emissions from Ruminants

    Erica Hargety Kimei, Devotha G. Nyambo, Neema Mduma, Shubi Kaijage

    MDPI

    DOI

11. 2024

    Mobile-Based convolutional neural network model for the early identification of banana diseases

    Christian A. Elinisa, Neema Mduma

    ScienceDirect/Smart Agricultural Technology

    DOI

12. 2024

    Updating “machine learning imagery dataset for maize crop: A case of Tanzania” with expanded data to cover the new farming season

    Neema Mduma, Flavia Mayo

    ScienceDirect/Data in Brief

    DOIOpen dataset

13. 2024

    Deep learning models for the early detection of maize streak virus and maize lethal necrosis diseases in Tanzania

    Flavia Mayo, Ciira Maina, Mvurya Mgala, Neema Mduma

    Frontiers/Frontiers in Artificial Intelligence

    DOI

14. 2024

    Common beans imagery dataset for early detection of bean rust and bean anthracnose diseases

    Hudson Laizer, Neema Mduma, Dina Machuve, Reinfrid Maganga

    ScienceDirect/Data in Brief

    DOIOpen dataset

15. 2024

    The Nexus of Big Data and Big Data Analytics for Managerial Business Decision-Making: A Systematic Review Analysis

    Matendo Didas, Frederick Chali, Noe Elisa

    Journal of ICT Systems

    DOI

16. 2024

    Identification of Resistant Common Bean Genotypes to Foliar Diseases using Hyperspectral Data: Review

    Josiane Irakiza, Shubi Kaijage, Judith Leo, Teshale Mamo, Hope Mbelwa, David Guerena

    IEEE

    DOI

17. 2024

    Application of Deep Learning in Forest Fire Prediction: A Systematic Review

    Cesilia Mambile, Shubi Kaijage, Judith Leo

    IEEE

    DOI

18. 2024

    From Bias to Balance: Navigating Gender Inclusion in AI

    Gloriana J. Monko, Mohamedi M. Mjahidi

    IntechOpen

    DOI

19. 2023

    Exploring the status of artificial intelligence for healthcare research in Africa: a bibliometric and thematic analysis

    Tabu S. Kondo, Salim A. Diwani, Ally S. Nyamawe & Mohamed M. Mjahidi

    SPRINGER NATURE Link/AI and Ethics

    DOI

20. 2023

    Data Synthesis Technique for Categorical Peste des Petits Ruminants (PPR) Data Using CTGAN Model

    Devotha G. Nyambo, Nguse Ngulumbi, Neema Mduma, Ramadhani Sinde, Tumaini Lyimo

    IEEE/IEEE Xplore

    DOI

21. 2023

    Machine learning model for predicting Peste des Petits Ruminants

    Devotha G. Nyambo, Nguse Ngulumbi, Neema Mduma, Ramadhani Sinde, Tumaini Lyimo

    IEEE

    DOI

22. 2023

    Multi-Model PPR Disease Prediction Using Machine Learning Algorithms

    Kasian Myagila, Julius Sabas, Patrick N. Mark, Bally Omary, Michael Peter, Devotha G. Nyambo

    IEEE

    DOI

23. 2023

    An Integrated Deep Learning-based Lane Departure Warning and Blind Spot Detection System: A Case Study for the Kayoola Buses

    Ali Ziryawulawo, Neema Mduma, Martine Lyimo, Adonia Mbarebaki, Richard Madanda, Anael Sam

    IEEE

    DOI

24. 2023

    Regulatory Strategies for Fostering Responsible AI Innovation in African Economies

    Deo Shao, Nyankomo Marwa, Didas Matendo

    IEEE

    DOI

25. 2023

    AI for Anglophone Africa: Unlocking its adoption for responsible solutions in academia-private sector

    Ramadhani Sinde, Salim Diwani, Judith Leo, Tabu Kondo, Noe Elisa, Jabhera Matogoro

    Frontiers/Frontiers in Artificial Intelligence

    DOI

26. 2023

    Data Balancing Techniques for Predicting Student Dropout Using Machine Learning

    Neema Mduma

    Frontiers/Frontiers in Artificial Intelligence

    DOI

27. 2023

    Multi-level Association Rule Mining for the Discovery of Strong Underrepresented Patterns

    Glory C. Malamsha, Devotha G. Nyambo

    Engineering, Technology & Applied Science Research(ETASR)

    DOI

28. 2023

    Automated Optimization-Based Deep Learning Models for Image Classification Tasks

    Daudi Mashauri Migayo, Shubi Kaijage, Stephen Swetala, and Devotha G. Nyambo

    MDPI

    DOI

29. 2023

    Machine Learning Imagery Dataset for Maize Crop: A Case of Tanzania

    Neema Mduma, Hudson Laizer

    ScienceDirect/Data in Brief

    DOIOpen dataset

30. 2023

    Dataset of banana leaves and stem images for object detection, classification and segmentation: A case of Tanzania

    Neema Mduma, Judith Leo

    ScienceDirect/Data in Brief

    DOIOpen dataset

31. 2023

    Research on mining software repositories to facilitate refactoring

    Ally S. Nyamawe

    WIREs/WIREs Data Mining and Knowledge Discovery

    DOI

No publications match your search.