Georgios Giannarakis

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 8

Top Topics

Causal Inference

Machine Learning

Top Venues

Publications

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 (2023)
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 (2023)
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)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Towards assessing agricultural land suitability with causal machine learning. CVPR Workshops (2022)
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 (2022)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Towards assessing agricultural land suitability with causal machine learning. CoRR (2022)
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 (2022)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Personalizing Sustainable Agriculture with Causal Machine Learning. CoRR (2022)