Vasileios Sitokonstantinou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Semantically Enriched

Data Availability

Causal Inference

Top Venues

Publications

Kai-Hendrik Cohrs, Gherardo Varando, Emiliano Diaz, Vasileios Sitokonstantinou, Gustau Camps-Valls
Large Language Models for Constrained-Based Causal Discovery. CoRR (2024)
Iason Tsardanidis, Alkiviadis Koukos, Vasileios Sitokonstantinou, Thanassis Drivas, Charalampos Kontoes
Cloud gap-filling with deep learning for improved grassland monitoring. CoRR (2024)
Jordi Cerdà-Bautista, José María Tárraga, Vasileios Sitokonstantinou, Gustau Camps-Valls
Evaluating the Impact of Humanitarian Aid on Food Security. CoRR (2023)
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 (2023)
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)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Towards assessing agricultural land suitability with causal machine learning. CVPR Workshops (2022)
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)
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 (2022)
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 (2022)
Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
Pest Presence Prediction Using Interpretable Machine Learning. IVMSP (2022)
Vasileios Sitokonstantinou, Alkiviadis Koukos, Ilias Tsoumas, Nikolaos S. Bartsotas, Charalampos Kontoes, Vassilia Karathanassi
Fuzzy clustering for the within-season estimation of cotton phenology. CoRR (2022)
Hyun-Woo Jo, Alkiviadis Koukos, Vasileios Sitokonstantinou, Woo-Kyun Lee, Charalampos Kontoes
Towards Global Crop Maps with Transfer Learning. CoRR (2022)
Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes
Pest presence prediction using interpretable machine learning. CoRR (2022)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Towards assessing agricultural land suitability with causal machine learning. CoRR (2022)
George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes
Towards Space-to-Ground Data Availability for Agriculture Monitoring. CoRR (2022)
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 (2022)
George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes
Towards Space-to-Ground Data Availability for Agriculture Monitoring. IVMSP (2022)
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) (2022)
Vasileios Sitokonstantinou
Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture. CoRR (2022)
Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes
Personalizing Sustainable Agriculture with Causal Machine Learning. CoRR (2022)
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)
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 (2021)
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)
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) (2021)
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) (2018)