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Ilias Tsoumas
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Evaluating digital agriculture recommendations with causal inference
I Tsoumas, G Giannarakis, V Sitokonstantinou, A Koukos, D Loka, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14514 …, 2023
5*2023
Pest presence prediction using interpretable machine learning
O Nanushi, V Sitokonstantinou, I Tsoumas, C Kontoes
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022
42022
Modelling 5G cloud-native applications by exploiting the service mesh paradigm
I Tsoumas, C Symvoulidis, D Kyriazis, P Gouvas, A Zafeiropoulos, ...
Information Systems: 16th European, Mediterranean, and Middle Eastern …, 2020
32020
Fuzzy clustering for the within-season estimation of cotton phenology
V Sitokonstantinou, A Koukos, I Tsoumas, NS Bartsotas, C Kontoes, ...
Plos one 18 (3), e0282364, 2023
22023
Towards the identification of context in 5g infrastructures
C Symvoulidis, I Tsoumas, D Kyriazis
Intelligent Computing: Proceedings of the 2019 Computing Conference, Volume …, 2019
22019
Learning a generalized matrix from multi-graphs topologies towards microservices recommendations
I Tsoumas, C Symvoulidis, D Kyriazis
Intelligent Systems and Applications: Proceedings of the 2020 Intelligent …, 2021
12021
Causality and Explainability for Trustworthy Integrated Pest Management
I Tsoumas, V Sitokonstantinou, G Giannarakis, E Lampiri, C Athanassiou, ...
NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning, 2023
2023
Understanding the impacts of crop diversification in the context of climate change: a machine learning approach
G Giannarakis, I Tsoumas, S Neophytides, C Papoutsa, C Kontoes, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2023
2023
Συλλογή δεδομένων και εξόρυξη γνώσης από κοινωνικά δίκτυα: εφαρμογή data analysis τεχνικών σε σύνολα δεδομένων από το κοινωνικό δίκτυο Twitter
Η Τσούμας
Πανεπιστήμιο Πειραιώς, 2016
2016
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Articles 1–9