| Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy V Sitokonstantinou, I Papoutsis, C Kontoes, A Lafarga Arnal, ... Remote Sensing - An open-access journal, 2018 | 105 | 2018 |
| Semantically enriched crop type classification and linked earth observation data to support the common agricultural policy monitoring M Rousi, V Sitokonstantinou, G Meditskos, I Papoutsis, I Gialampoukidis, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 25 | 2020 |
| A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data V Sitokonstantinou, A Koukos, T Drivas, C Kontoes, I Papoutsis, ... Remote Sensing 13 (9), 1769, 2021 | 19 | 2021 |
| Towards assessing agricultural land suitability with causal machine learning G Giannarakis, V Sitokonstantinou, RS Lorilla, C Kontoes Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 16 | 2022 |
| Assessing the added value of Sentinel-1 PolSAR data for crop classification M Ioannidou, A Koukos, V Sitokonstantinou, I Papoutsis, C Kontoes Remote Sensing 14 (22), 5739, 2022 | 15 | 2022 |
| DataCAP: A Satellite Datacube and Crowdsourced Street-level Images for the Monitoring of the Common Agricultural Policy V Sitokonstantinou, A Koukos, T Drivas, C Kontoes, V Karathanassi 28th International Conference on Multimedia Modeling 13142 (doi.org/10.1007 …, 2022 | 13* | 2022 |
| Scalable distributed Random Forest for paddy rice mapping V Sitokonstantinou, T Drivas, A Koukos, I Papoutsis, C Kontoes 40th Asian Conference on Remote Sensing (ACRS 2019) 2, 836-845, 2019 | 12 | 2019 |
| Evaluating Digital Agriculture Recommendations with Causal Inference I Tsoumas, G Giannarakis, V Sitokonstantinou, A Koukos, D Loka, ... In Thirty-Seventh AAAI conference on artificial intelligence, 2022 | 10* | 2022 |
| Personalizing sustainable agriculture with causal machine learning G Giannarakis, V Sitokonstantinou, RS Lorilla, C Kontoes In NeurIPS Workshop Climate Change AI, 2022 | 10 | 2022 |
| DC circuit breakers and their use in HVDC grids N Kostoulas, V Sitokonstantinou, M Idris, P Sterling, S Sayed, P Karaiskos Imperial College, London, UK, 2012 | 9 | 2012 |
| A Sentinel based agriculture monitoring scheme for the control of the CAP and food security V Sitokonstantinou, A Koutroumpas, T Drivas, A Koukos, V Karathanassi, ... Eighth International Conference on Remote Sensing and Geoinformation of the …, 2020 | 8 | 2020 |
| 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 | 7* | 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 | 6 | 2022 |
| Large Language Models for Constrained-Based Causal Discovery KH Cohrs, G Varando, E Diaz, V Sitokonstantinou, G Camps-Valls arXiv preprint arXiv:2406.07378, 2024 | 5 | 2024 |
| Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making HW Jo, E Park, V Sitokonstantinou, J Kim, S Lee, A Koukos, WK Lee GIScience & Remote Sensing 60 (1), 2206539, 2023 | 4 | 2023 |
| Towards Global Crop Maps with Transfer Learning HW Jo, A Koukos, V Sitokonstantinou, WK Lee, C Kontoes In NeurIPS Workshop Climate Change AI, 2022 | 2 | 2022 |
| Causality and Explainability for Trustworthy Integrated Pest Management I Tsoumas, V Sitokonstantinou, G Giannarakis, E Lampiri, C Athanassiou, ... In NeurIPS Workshop Climate Change AI, 2023 | 1 | 2023 |
| Causal discovery reveals complex patterns of drought-induced displacement JM Tárraga, E Sevillano-Marco, J Muñoz-Marí, M Piles, ... iScience 27 (9), 2024 | | 2024 |
| Causal machine learning for sustainable agroecosystems V Sitokonstantinou, EDS Porras, JC Bautista, M Piles, I Athanasiadis, ... arXiv preprint arXiv:2408.13155, 2024 | | 2024 |
| Assessing the Causal Impact of Humanitarian Aid on Food Security J Cerdà-Bautista, JM Tárraga, V Sitokonstantinou, G Camps-Valls IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
Kontoes CNational Observatory of Athens/IAASARS - BEYOND Center for EO Research and Satellite RSVerified email at noa.gr
