Mugume Isaac

Makerere University — UG

Computer Science · Physical Sciences

3h-index25citations7works4.72yr avg
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Research Topics

Image and Signal Denoising Methods(2), Hydrological Forecasting Using AI(2), Soil Carbon and Nitrogen Dynamics(1), Remote Sensing in Agriculture(1), Child Nutrition and Water Access(1)

Publications7 total

Transfer Learning-Based Ensemble Approach for Rainfall Class Amount Prediction
IEEE Access·2025· 1 citedOpen Access
Transfer Learning Approach for Rainfall Class Amount Prediction Using Uganda's Lake Victoria Basin Weather Dataset
2024· 1 cited
Analysis of Machine Learning Algorithms for Prediction of Short-Term Rainfall Amounts Using Uganda’s Lake Victoria Basin Weather Dataset
IEEE Access·2024· 12 citedOpen Access
Evaluation of soil fertility status in the Kyoga Basin of Uganda: A physio-chemical study in Buyende and Serere districts
African Journal of Agricultural Research·2023· 2 citedOpen Access
Cleaned Weather Dataset for Uganda
Harvard Dataverse·2023Open Access
Community views on water demands under a changing climate: The case of River Mpanga Water Catchment, Western Uganda
African Journal of Environmental Science and Technology·2021· 3 citedOpen Access
A community perspective of flood occurrence and weather forecasting over Kampala City
African Journal of Environmental Science and Technology·2021· 6 citedOpen Access

Frequent Co-authors

Odongo Steven Eyobu(4), Tumusiime Andrew Gahwera(3), Alex Ogwang Bob(2), Peter Wasswa(2), Inguula Odongo Ronald(2), Alex Nimusiima(1), Nalwanga Faridah(1), Waswa Peter(1), Semyalo Ronald(1), Ngailo Triphonia(1), Lunyolo Joyce(1), Sulin Tao(1), Trust Nakanwagi Mulungi(1), N Dickson Mary(1), Nimusiima Alex(1), Margaret Annet(1), Nahayo Sylvia(1), S Nalwanga Faridah(1), Sansa-Otim Julianne(1), Musiime Irene(1)