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Ilya Gorbunov

University of Twente

SCHOLARLY PAPERS

2

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59

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Scholarly Papers (2)

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1.

Optimizing Crop Type Mapping for Fairness

Number of pages: 34 Posted: 25 Feb 2025
Ilya Gorbunov, Caroline M. Gevaert and Mariana Belgiu
University of Twente, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,222,651)

Abstract:

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Crop mapping, Deep learning, machine learning, Fairness, Artificial Intelligence, class imbalance problem

2.

Predicting Rice Loss From Tropical cyclones using machine learning to support anticipatory action in the Philippines

Number of pages: 30 Posted: 19 May 2026
Ilya Gorbunov, Marieke van Brussel, Sonia Asilo, Aklilu Teklasadik, Damien Riquet, Eduardo Jimmy Pua Quilang and Marc van den Homberg
University of Twente, affiliation not provided to SSRN, Philippine Rice Research Institute, affiliation not provided to SSRN, Food and Agriculture Organization of the United Nations, Philippine Rice Research Institute and University of Twente
Downloads 21 (1,526,714)

Abstract:

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Anticipatory action, Disaster management, tropical cyclone, Machine learning, Random Forest, XGBoost