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Eric Umuhoza

Independent

SCHOLARLY PAPERS

3

DOWNLOADS

162

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

GeoAI-Based Crop Yield Estimation in Africa: A Systematic and Bibliometric Literature Review With Comparisons to Major Agricultural Producers

Number of pages: 25 Posted: 17 Apr 2026 Last Revised: 06 Jun 2026
Valinho António, Catherine Nakalembe, Moise Busogi and Eric Umuhoza
University of Rwanda - African Centre of Excellence in Internet of Things, University of Maryland, Independent and Independent
Downloads 68 (1,097,529)

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Crop yield estimation, Machine learning, Remote sensing, Sentinel-2, Africa, Multi-sensor fusion, Crop growth models

2.

GLSTM-MLP: a deep learning framework for crop type classification in smallholder farms with PlanetScope images

Number of pages: 37 Posted: 10 Dec 2025 Last Revised: 17 Apr 2026
Valinho António, Eric Umuhoza, Catherine Nakalembe, Pierre Bakunzibake and Moise Busogi
University of Rwanda - African Centre of Excellence in Internet of Things, Independent, University of Maryland, affiliation not provided to SSRN and Independent
Downloads 67 (933,592)

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Crop type mapping, machine learning, PlanetScope images, smallholder farms

3.

Towards fairer public transit: Real-time tensor fusionof video and audio for fare evasion and fraud detection

Number of pages: 28 Posted: 28 Mar 2026
Bwiza Dalia, Peter Wauyo, Eric Umuhoza, Edwin Mugume and Alain Murara
affiliation not provided to SSRN, affiliation not provided to SSRN, Independent, affiliation not provided to SSRN and Rwanda Utilities Regulatory Authority
Downloads 27 (1,459,862)

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Multimodal analysis, Tensor fusion networks, Fare evasion detection, Computer vision, Audio analysis, ViViT, AST, Fraud detection, Rwandatransportation, CCTV monitoring, Transportation compliance