Ilias Tsoumas

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Machine Learning

Causal Inference

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)
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)
Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
Pest Presence Prediction Using Interpretable Machine Learning. IVMSP (2022)
Vasileios Sitokonstantinou, Alkiviadis Koukos, Ilias Tsoumas, Nikolaos S. Bartsotas, Charalampos Kontoes, Vassilia Karathanassi
Fuzzy clustering for the within-season estimation of cotton phenology. CoRR (2022)
Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
Pest presence prediction using interpretable 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)
Ilias Tsoumas, Chrysostomos Symvoulidis, Dimosthenis Kyriazis
Learning a Generalized Matrix from Multi-graphs Topologies Towards Microservices Recommendations. IntelliSys (2) (2020)
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)