Georgios Giannarakis

According to our database, Georgios Giannarakis authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploring the Links between Bacterial Diversity with Vegetation and Soil Parameters Using Soil Metabarcoding Data and Sentinel-2 Indices.

Dimitrios Bormpoudakis, Georgios Giannarakis, Pablo Sánchez-Cueto, Soraya González Sánchez, Salvador Lladó, Martin Hartmann, Charalampos Kontoes

Proceedings of the IGARSS 2024, 2024

2023

Causality and Explainability for Trustworthy Integrated Pest Management.

Ilias Tsoumas, Vasileios Sitokonstantinou, Georgios Giannarakis, Evagelia Lampiri, Christos Athanassiou, Gustau Camps-Valls, Charalampos Kontoes, Ioannis Athanasiadis

CoRR, 2023

Understanding the impacts of crop diversification in the context of climate change: a machine learning approach.

Georgios Giannarakis, Ilias Tsoumas, Stelios Neophytides, Christiana Papoutsa, Charalampos Kontoes, Diofantos G. Hadjimitsis

CoRR, 2023

Evaluating Digital Agriculture Recommendations with Causal Inference.

Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Evaluating Digital Tools for Sustainable Agriculture using Causal Inference.

Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos S. Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis

CoRR, 2022

Personalizing Sustainable Agriculture with Causal Machine Learning.

Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes

CoRR, 2022

Towards assessing agricultural land suitability with causal machine learning.

Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022