Publications Table

ID Publication Title Publication Date Citations Published
1Evaluating digital agriculture recommendations with causal inference202324
2Evaluating Digital Agriculture Recommendations with Causal Inference202224
3Leveraging causality and explainability in digital agriculture202519
4Pest presence prediction using interpretable machine learning202218
5Causal machine learning for sustainable agroecosystems202417
6Fuzzy clustering for the within-season estimation of cotton phenology202215
7Understanding the impacts of crop diversification in the context of climate change: a machine learning approach202313
8Evaluating Digital Tools for Sustainable Agriculture using Causal Inference202212
9Causality and Explainability for Trustworthy Integrated Pest Management202310
10Towards Global Crop Maps with Transfer Learning20228
11Towards global crop maps with transfer learning20228
12Towards the identification of context in 5G infrastructures20195
13Towards the identification of context in 5g infrastructures20195
14Learning a generalized matrix from multi-graphs topologies towards microservices recommendations20204
15Estimation of Agricultural Intensification Through Semi-Supervised Deep Learning on Sentinel-2 Imagery20253
16Modelling 5G cloud-native applications by exploiting the service mesh paradigm20193
17Invariant learning as a pathway to robust potato yield prediction20242
18Comparative Assessment of Multimodal Earth Observation Data for Soil Moisture Estimation20261
19Mapping of weed management methods in orchards using Sentinel-2 and planetscope data20251
20Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data20251
21Winter wheat improves soil carbon sequestration with reduced gains in warmer climates20260
22Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference20250
23Effects of Long-Term Biogas Digestate Application on Soil Properties, Wheat Growth and Yield Under Field Conditions.20250
24Enhancing Soil Organic Carbon Mapping by Combining Remote Sensing and Farmer-Collected Data in a Machine Learning Framework20250
25Potato yield empowerment by photosynthesis, carbon assimilation, and evapotranspiration20240
26D6. 12 Report on the extroversion programme activities20230
27Συλλογή δεδομένων και εξόρυξη γνώσης από κοινωνικά δίκτυα: εφαρμογή data analysis τεχνικών σε σύνολα δεδομένων από το κοινωνικό δίκτυο Twitter20160
28Causal Machine Learning for Sustainable Agriculture-10
29Causal Effects of Winter Wheat on Soil Organic Carbon Under Climate Variability-10