• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 29 matches

• 2024
• 
  Jordi Cerdà-Bautista, José María Tárraga, Vasileios Sitokonstantinou, Gustau Camps-Valls:
  Assessing the Causal Impact of Humanitarian Aid on Food Security. IGARSS 2024: 1546-1552
• 
  Alkiviadis Koukos, Hyun-Woo Jo, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes, Woo-Kyun Lee:
  Towards Global Crop Maps with Transfer Learning. IGARSS 2024: 1540-1545
• 
  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)
• 
  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)
• 
  Vasileios Sitokonstantinou, Emiliano Díaz Salas Porras, Jordi Cerdà-Bautista, Maria Piles, Ioannis Athanasiadis, Hannah Kerner, Giulia Martini, Lily-belle Sweet, Ilias Tsoumas, Jakob Zscheischler, Gustau Camps-Valls:
  Causal machine learning for sustainable agroecosystems. CoRR abs/2408.13155 (2024)
• 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: 14514-14522
• 
  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)
• 
  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
• 
  Vasileios Sitokonstantinou:
  Big earth data and machine learning for sustainable and resilient agriculture. National Technical University of Athens, Greece, 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): 5739 (2022)
• 
  Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
  Towards assessing agricultural land suitability with causal machine learning. CVPR Workshops 2022: 1441-1451
• 
  George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes:
  Towards Space-to-Ground Data Availability for Agriculture Monitoring. IVMSP 2022: 1-5
• 
  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
• 
  Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes:
  Pest Presence Prediction Using Interpretable Machine Learning. IVMSP 2022: 1-5
• 
  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
• 
  Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
  Towards assessing agricultural land suitability with causal machine learning. CoRR abs/2204.12956 (2022)
• 
  George Choumos, Alkiviadis Koukos, Vasileios Sitokonstantinou, Charalampos Kontoes:
  Towards Space-to-Ground Data Availability for Agriculture Monitoring. CoRR abs/2205.07721 (2022)
• 
  Ornela Nanushi, Vasileios Sitokonstantinou, Ilias Tsoumas, Charalampos Kontoes:
  Pest presence prediction using interpretable machine learning. CoRR abs/2205.07723 (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 abs/2205.07752 (2022)
• 
  Georgios Giannarakis, Vasileios Sitokonstantinou, Roxanne Suzette Lorilla, Charalampos Kontoes:
  Personalizing Sustainable Agriculture with Causal Machine Learning. CoRR abs/2211.03179 (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 abs/2211.03195 (2022)
• 
  Hyun-Woo Jo, Alkiviadis Koukos, Vasileios Sitokonstantinou, Woo-Kyun Lee, Charalampos Kontoes:
  Towards Global Crop Maps with Transfer Learning. CoRR abs/2211.04755 (2022)
• 
  Vasileios Sitokonstantinou:
  Big Earth Data and Machine Learning for Sustainable and Resilient Agriculture. CoRR abs/2211.12584 (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 abs/2211.14099 (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 abs/2211.16938 (2022)
• 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): 1769 (2021)
• 
  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)
• 
  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
• 2018
• 
  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)