Publications & Blog.

• Publications

1 . Frederick R. Apina, Diogo Monteiro, Bruno Dias, Hugo Morais, Lucas Pereira. "A Real-World Deployment of Federated Learning for Residential Solar PV Power Forecasting." | Published in Machine Learning for Sustainable Power Systems, ECML-PKDD 2025 Workshop.

2 . Lucas Pereira, Diogo Monteiro, Frederick R. Apina, Sabrina Scuri, Mary Barreto, Filipe Quintal, Hugo Morais. " Longitudinal Dataset of Net-load, PV Production and Solar Irradiation from Madeira Island, Portugal" | Published in Nature Scientific Data.

3 . Anthony F. Sambaiga, Frederick R. Apina, Lucas Perreira. "mlpForecaster(MLPF): A lightweight library providing point and probabilistic forecasting.".

4 . Martha Shaka, Frederick R. Apina, Nyamos Waigama, Emily Ngatunga, Said Mmaka, Halidi Maneno, Said H. Said, Simon Chaula, Imani Sulutya, Merikiadi Mashaka. "Malaria Blood Smear Image Dataset Creation." | Published in Zenodo.

5 . Kathleen Siminyu, Jade Abbott, Kola Tubosun, Aremu Anuoluwapo, Blessing K. Sibanda, Kofi Yeboah, David Adelani, Masabata Mokgesi-Selinga, Frederick R. Apina, Angela Thandizwe Mthembu, Arshath Ramkilowan, Babatunde Oladimeji. " Building Together - Towards a Roadmap for African Language Technologies." | Published in ScienceDirect.

6 . Nyamos S Waigama, Martha Stephen Shaka, Frederick R. Apina, Emilian A Ngatunga, Saidi Mmaka and Halidi S Maneno. " Deep Learning Towards Efficiency Malaria Dataset Creation." | Published in ML4D, NeurIPS 2020 Workshop.

7 . Martha Shaka, Nyamos Waigama, Emilian Ngatunga, Halidi Maneno, Said Said, Said Mmaka, Frederick R. Apina, Simon Chaula, Emani Sulutya and Merikiadi Mashaka. "Deep Learning Mobile Application Towards Malaria Diagnosis." | Published in ML4H, NeurIPS 2019 Workshop.