Ilias Tsoumas

According to our database1, Ilias Tsoumas authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Causal machine learning for sustainable agroecosystems.
CoRR, 2024

Towards Global Crop Maps with Transfer Learning.
Proceedings of the IGARSS 2024, 2024

2023
Causality and Explainability for Trustworthy Integrated Pest Management.
CoRR, 2023

Understanding the impacts of crop diversification in the context of climate change: a machine learning approach.
CoRR, 2023

Evaluating Digital Agriculture Recommendations with Causal Inference.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Fuzzy clustering for the within-season estimation of cotton phenology.
CoRR, 2022

Evaluating Digital Tools for Sustainable Agriculture using Causal Inference.
CoRR, 2022

Pest Presence Prediction Using Interpretable Machine Learning.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

2020
Learning a Generalized Matrix from Multi-graphs Topologies Towards Microservices Recommendations.
Proceedings of the Intelligent Systems and Applications, 2020

2019
Modelling 5G Cloud-Native Applications by Exploiting the Service Mesh Paradigm.
Proceedings of the Information Systems, 2019


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