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ORCIDGeorgios Giannarakis
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2020 – today
- 2024
[c3]Dimitrios Bormpoudakis, Georgios Giannarakis, Pablo Sánchez-Cueto, Soraya González Sánchez, Salvador Lladó, Martin Hartmann, Charalampos Kontoes:
Exploring the Links between Bacterial Diversity with Vegetation and Soil Parameters Using Soil Metabarcoding Data and Sentinel-2 Indices. IGARSS 2024: 4261-4265- 2023
- [c2]Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis:
Evaluating Digital Agriculture Recommendations with Causal Inference. AAAI 2023: 14514-14522 - [i6]Georgios Giannarakis, Ilias Tsoumas, Stelios Neophytides, Christiana Papoutsa, Charalampos Kontoes, Diofantos G. Hadjimitsis:
Understanding the impacts of crop diversification in the context of climate change: a machine learning approach. CoRR abs/2307.08617 (2023) - [i5]Ilias Tsoumas, Vasileios Sitokonstantinou, Georgios Giannarakis, Evagelia Lampiri, Christos Athanassiou, Gustau Camps-Valls, Charalampos Kontoes, Ioannis Athanasiadis:
Causality and Explainability for Trustworthy Integrated Pest Management. CoRR abs/2312.04343 (2023) - 2022
- [c1]Georgios Giannarakis
, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
Towards assessing agricultural land suitability with causal machine learning. CVPR Workshops 2022: 1441-1451 - [i4]Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
Towards assessing agricultural land suitability with causal machine learning. CoRR abs/2204.12956 (2022) - [i3]Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
Personalizing Sustainable Agriculture with Causal Machine Learning. CoRR abs/2211.03179 (2022) - [i2]Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis:
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference. CoRR abs/2211.03195 (2022) - [i1]Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis:
Evaluating Digital Agriculture Recommendations with Causal Inference. CoRR abs/2211.16938 (2022)
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