Author

Esaie Dufitimana

Institutions: African Institute for Mathematical Sciences, AIMS Research and Innovation Centre, College of Science and Technology - University of Rwanda

Observed institutions: African Institute for Mathematical Sciences, AIMS Research and Innovation Centre, College of Science and Technology - University of Rwanda

ORCID: 0000-0001-6817-4419

Observed ORCID: 0000-0001-6817-4419

OpenAlex ID: A5092189718

Integrating Machine Learning and Geospatial Data for Mapping Socioeconomic Vulnerability to Urban Natural Hazard

2025 · Esaie Dufitimana, Paterne Gahungu, et al. · ISPRS International Journal of Geo-Information · 8

Unsupervised deep clustering of high-resolution satellite imagery reveals phenotypes of urban development in Sub-Saharan Africa

2025 · A. Barbara Metzler, Ricky Nathvani, et al. · The Science of The Total Environment · 6

Leveraging the Potential of Convolutional Neural Network and Satellite Images to Map Informal Settlements in Urban Settings of the City of Kigali, Rwanda

2023 · Esaie Dufitimana, Theophile Niyonzima · Rwanda Journal of Engineering Science Technology and Environment · 6

Measuring urban socio-economic disparities in the global south from space using convolutional neural network: the case of the City of Kigali, Rwanda

2024 · Esaie Dufitimana, Paterne Gahungu, et al. · GeoJournal · 4

Multimodal Deep Learning Framework for Profiling Socio-Economic Indicators and Public Health Determinants in Urban Environments

2026 · Esaie Dufitimana, Jean Pierre Bizimana, et al. · Urban Science · 1

Leveraging Geospatial Information to Map Perceived Tenure Insecurity in Urban Deprivation Areas

2024 · Esaie Dufitimana, Jiong Wang, et al. · Land · 1

Tropical artificial rural and urban ponds are net sources of carbon dioxide and methane in Rwanda, East Africa

2025 · Mabano Amani, Esaie Dufitimana, et al. · Environmental and Sustainability Indicators

Works count: 7

Citation count: 26

H-index: 4

I10-index: