Modelling 5G Cloud-Native Applications by Exploiting the Service Mesh Paradigm. - Ilias Tsoumas; Chrysostomos Symvoulidis; Dimosthenis Kyriazis; Panagiotis Gouvas; Anastasios Zafeiropoulos; Javier Melian; Janez Sterle (EMCIS, 2019)

Learning a Generalized Matrix from Multi-graphs Topologies Towards Microservices Recommendations. - Ilias Tsoumas; Chrysostomos Symvoulidis; Dimosthenis Kyriazis (IntelliSys (2), 2020)

Pest Presence Prediction Using Interpretable Machine Learning. - Ornela Nanushi; Vasileios Sitokonstantinou; Ilias Tsoumas; Charalampos Kontoes (IVMSP, 2022)

Evaluating Digital Tools for Sustainable Agriculture using Causal Inference. - Ilias Tsoumas; Georgios Giannarakis; Vasileios Sitokonstantinou; Alkiviadis Koukos; Dimitra Loka; Nikolaos S. Bartsotas; Charalampos Kontoes; Ioannis Athanasiadis (CoRR, 2022)

Fuzzy clustering for the within-season estimation of cotton phenology. - Vasileios Sitokonstantinou; Alkiviadis Koukos; Ilias Tsoumas; Nikolaos S. Bartsotas; Charalampos Kontoes; Vassilia Karathanassi (CoRR, 2022)

Evaluating Digital Agriculture Recommendations with Causal Inference. - Ilias Tsoumas; Georgios Giannarakis; Vasileios Sitokonstantinou; Alkiviadis Koukos; Dimitra Loka; Nikolaos S. Bartsotas; Charalampos Kontoes; Ioannis Athanasiadis (AAAI, 2023)

Understanding the impacts of crop diversification in the context of climate change: a machine learning approach. - Georgios Giannarakis; Ilias Tsoumas; Stelios Neophytides; Christiana Papoutsa; Charalampos Kontoes; Diofantos G. Hadjimitsis (CoRR, 2023)

Causality and Explainability for Trustworthy Integrated Pest Management. - Ilias Tsoumas; Vasileios Sitokonstantinou; Georgios Giannarakis; Evagelia Lampiri; Christos Athanassiou; Gustau Camps-Valls; Charalampos Kontoes; Ioannis Athanasiadis (CoRR, 2023)

Towards Global Crop Maps with Transfer Learning. - Alkiviadis Koukos; Hyun-Woo Jo; Vasileios Sitokonstantinou; Ilias Tsoumas; Charalampos Kontoes; Woo-Kyun Lee (IGARSS, 2024)

Causal machine learning for sustainable agroecosystems. - 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 (CoRR, 2024)

Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data. - Ioannis Kontogiorgakis; Iason Tsardanidis; Dimitrios Bormpoudakis; Ilias Tsoumas; Dimitra Loka; Christos Noulas; Alexandros Tsitouras; Charalampos Kontoes (CoRR, 2025)

Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference. - Ilias Tsoumas; Dimitrios Bormpoudakis; Vasileios Sitokonstantinou; Athanasios Askitopoulos; Andreas Kalogeras; Charalampos Kontoes; Ioannis Athanasiadis (CoRR, 2025)