Fingerprint
Dive into the research topics where Ilias Tsoumas is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Estimation of Agricultural Intensification Through Semi-Supervised Deep Learning on Sentinel-2 Imagery
Tsardanidis, I., Bormpoudakis, D., Tsoumas, I., Loka, D. A., Noulas, C., Tsitouras, A. & Kontoes, C., 8 Aug 2025, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 21077-21089Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Leveraging causality and explainability in digital agriculture
Tsoumas, I., Sitokonstantinou, V., Giannarakis, G., Lampiri, E., Athanassiou, C., Camps-Valls, G., Kontoes, C. & Athanasiadis, I. N., 17 Apr 2025, In: Environmental Data Science. 4, e23.Research output: Contribution to journal › Article › Academic › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data
Kontogiorgakis, I., Tsardanidis, I., Bormpoudakis, D., Tsoumas, I., Loka, D. A., Noulas, C., Tsitouras, A. & Kontoes, C., 3 Aug 2025, arXiv, 5 p.Research output: Working paper › Preprint
Open Access -
Mapping of Weed Management Methods in Orchards Using Sentinel-2 and Planetscope Data
Kontogiorgakis, I., Tsardanidis, I., Bormpoudakis, D., Tsoumas, I., Loka, D. A., Noulas, C., Tsitouras, A. & Kontoes, C., 3 Aug 2025, p. 2978-2982.Research output: Contribution to conference › Conference paper › Academic › peer-review
-
Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference
Tsoumas, I., Bormpoudakis, D., Sitokonstantinou, V., Askitopoulos, A., Kontoes, C. & Athanasiadis, I. N., 19 Jul 2025, arXiv, 17 p.Research output: Working paper › Preprint
Open Access
Projects
- 1 Active
-
Causal Artificial Intelligence for Sustainable Agriculture
Tsoumas, I. (PhD candidate) & Athanasiadis, I. (Promotor)
1/07/22 → …
Project: PhD