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2020 – today
- 2024
[c5]Alkiviadis Koukos, Hyun-Woo Jo, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes, Woo-Kyun Lee:
Towards Global Crop Maps with Transfer Learning. IGARSS 2024: 1540-1545- [i7]Vasileios Sitokonstantinou, Emiliano Díaz Salas Porras, Jordi Cerdà-Bautista, Maria Piles, Ioannis Athanasiadis, Hannah Kerner, Giulia Martini, Lily-belle Sweet, Ilias Tsoumas, Jakob Zscheischler, Gustau Camps-Valls:
Causal machine learning for sustainable agroecosystems. CoRR abs/2408.13155 (2024) - 2023
- [c4]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
- [c3]Ornela Nanushi, Vasileios Sitokonstantinou
, Ilias Tsoumas, Charalampos Kontoes:
Pest Presence Prediction Using Interpretable Machine Learning. IVMSP 2022: 1-5 - [i4]Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes:
Pest presence prediction using interpretable machine learning. CoRR abs/2205.07723 (2022) - [i3]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) - [i2]Vasileios Sitokonstantinou, Alkiviadis Koukos, Ilias Tsoumas, Nikolaos S. Bartsotas, Charalampos Kontoes, Vassilia Karathanassi:
Fuzzy clustering for the within-season estimation of cotton phenology. CoRR abs/2211.14099 (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) - 2020
- [c2]Ilias Tsoumas, Chrysostomos Symvoulidis, Dimosthenis Kyriazis:
Learning a Generalized Matrix from Multi-graphs Topologies Towards Microservices Recommendations. IntelliSys (2) 2020: 693-702
2010 – 2019
- 2019
- [c1]Ilias Tsoumas, Chrysostomos Symvoulidis, Dimosthenis Kyriazis, Panagiotis Gouvas, Anastasios Zafeiropoulos, Javier Melian, Janez Sterle:
Modelling 5G Cloud-Native Applications by Exploiting the Service Mesh Paradigm. EMCIS 2019: 151-162
Coauthor Index
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