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Georgios Giannarakis
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Towards assessing agricultural land suitability with causal machine learning
G Giannarakis, V Sitokonstantinou, RS Lorilla, C Kontoes
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
102022
Personalizing Sustainable Agriculture with Causal Machine Learning
G Giannarakis, V Sitokonstantinou, RS Lorilla, C Kontoes
NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning, 2022
82022
Evaluating digital agriculture recommendations with causal inference
I Tsoumas, G Giannarakis, V Sitokonstantinou, A Koukos, D Loka, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14514 …, 2023
5*2023
Causality and Explainability for Trustworthy Integrated Pest Management
I Tsoumas, V Sitokonstantinou, G Giannarakis, E Lampiri, C Athanassiou, ...
NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023
2023
Understanding the impacts of crop diversification in the context of climate change: a machine learning approach
G Giannarakis, I Tsoumas, S Neophytides, C Papoutsa, C Kontoes, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2023
2023
Estimation of Transfer Entropy
G Giannarakis
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