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 | 10 | 2022 |
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 | 8 | 2022 |
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 | | |