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Vasileios Sitokonstantinou
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2020 – today
- 2024
- [i14]Iason Tsardanidis, Alkiviadis Koukos, Vasileios Sitokonstantinou, Thanassis Drivas, Charalampos Kontoes:
Cloud gap-filling with deep learning for improved grassland monitoring. CoRR abs/2403.09554 (2024) - [i13]Kai-Hendrik Cohrs, Gherardo Varando, Emiliano Diaz, Vasileios Sitokonstantinou, Gustau Camps-Valls:
Large Language Models for Constrained-Based Causal Discovery. CoRR abs/2406.07378 (2024) - 2023
- [c7]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: 14514-14522 - [i12]Jordi Cerdà-Bautista, José María Tárraga, Vasileios Sitokonstantinou, Gustau Camps-Valls:
Evaluating the Impact of Humanitarian Aid on Food Security. CoRR abs/2310.11287 (2023) - [i11]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 abs/2312.04343 (2023) - 2022
- [b1]Vasileios Sitokonstantinou:
Big earth data and machine learning for sustainable and resilient agriculture. National Technical University of Athens, Greece, 2022 - [j4]Maria Ioannidou, Alkiviadis Koukos
, Vasileios Sitokonstantinou
, Ioannis Papoutsis
, Charalampos Kontoes:
Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification. Remote. Sens. 14(22): 5739 (2022) - [c6]Georgios Giannarakis
, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
Towards assessing agricultural land suitability with causal machine learning. CVPR Workshops 2022: 1441-1451 - [c5]George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou
, Charalampos Kontoes:
Towards Space-to-Ground Data Availability for Agriculture Monitoring. IVMSP 2022: 1-5 - [c4]Thanassis Drivas, Vasileios Sitokonstantinou
, Iason Tsardanidis, Alkiviadis Koukos, Charalampos Kontoes, Vassilia Karathanassi:
A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. IVMSP 2022: 1-5 - [c3]Ornela Nanushi, Vasileios Sitokonstantinou
, Ilias Tsoumas, Charalampos Kontoes:
Pest Presence Prediction Using Interpretable Machine Learning. IVMSP 2022: 1-5 - [c2]Vasileios Sitokonstantinou
, Alkiviadis Koukos, Thanassis Drivas, Charalampos Kontoes, Vassilia Karathanassi:
DataCAP: A Satellite Datacube and Crowdsourced Street-Level Images for the Monitoring of the Common Agricultural Policy. MMM (2) 2022: 473-478 - [i10]Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
Towards assessing agricultural land suitability with causal machine learning. CoRR abs/2204.12956 (2022) - [i9]George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou
, Charalampos Kontoes:
Towards Space-to-Ground Data Availability for Agriculture Monitoring. CoRR abs/2205.07721 (2022) - [i8]Ornela Nanushi, Vasileios Sitokonstantinou
, Ilias Tsoumas, Charalampos Kontoes:
Pest presence prediction using interpretable machine learning. CoRR abs/2205.07723 (2022) - [i7]Thanassis Drivas, Vasileios Sitokonstantinou
, Iason Tsardanidis, Alkiviadis Koukos, Charalampos Kontoes, Vassilia Karathanassi:
A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring. CoRR abs/2205.07752 (2022) - [i6]Georgios Giannarakis, Vasileios Sitokonstantinou
, Roxanne Suzette Lorilla, Charalampos Kontoes:
Personalizing Sustainable Agriculture with Causal Machine Learning. CoRR abs/2211.03179 (2022) - [i5]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 abs/2211.03195 (2022) - [i4]Hyun-Woo Jo, Alkiviadis Koukos, Vasileios Sitokonstantinou
, Woo-Kyun Lee, Charalampos Kontoes:
Towards Global Crop Maps with Transfer Learning. CoRR abs/2211.04755 (2022) - [i3]Vasileios Sitokonstantinou:
Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture. CoRR abs/2211.12584 (2022) - [i2]Vasileios Sitokonstantinou, Alkiviadis Koukos, Ilias Tsoumas, Nikolaos S. Bartsotas, Charalampos Kontoes, Vassilia Karathanassi:
Fuzzy clustering for the within-season estimation of cotton phenology. CoRR abs/2211.14099 (2022) - [i1]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 abs/2211.16938 (2022) - 2021
- [j3]Vasileios Sitokonstantinou
, Alkiviadis Koukos
, Thanassis Drivas
, Charalampos Kontoes, Ioannis Papoutsis
, Vassilia Karathanassi:
A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data. Remote. Sens. 13(9): 1769 (2021) - [j2]Maria Rousi, Vasileios Sitokonstantinou
, Georgios Meditskos
, Ioannis Papoutsis, Ilias Gialampoukidis
, Alkiviadis Koukos, Vassilia Karathanassi, Thanassis Drivas, Stefanos Vrochidis
, Charalampos Kontoes, Ioannis Kompatsiaris:
Semantically Enriched Crop Type Classification and Linked Earth Observation Data to Support the Common Agricultural Policy Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 529-552 (2021) - [c1]Vasileios Sitokonstantinou
, Alkiviadis Koukos, Charalampos Kontoes, Nikolaos S. Bartsotas, Vassilia Karathanassi:
Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series. IGARSS 2021: 8491-8494
2010 – 2019
- 2018
- [j1]Vasileios Sitokonstantinou
, Ioannis Papoutsis
, Charalampos Kontoes, Alberto Lafarga Arnal, Ana Pilar Armesto Andrés
, José Angel Garraza Zurbano:
Scalable Parcel-Based Crop Identification Scheme Using Sentinel-2 Data Time-Series for the Monitoring of the Common Agricultural Policy. Remote. Sens. 10(6): 911 (2018)
Coauthor Index
aka: Charalampos Kontoes
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last updated on 2024-08-05 21:10 CEST by the dblp team
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