Alkiviadis Koukos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Transfer Learning

Causal Inference

Semantically Enriched

Top Venues

Publications

Paul Senty, Radoslaw Guzinski, Kenneth Grogan, Robert Buitenwerf, Jonas Ardö, Lars Eklundh, Alkiviadis Koukos, Torbern Tagesson, Michael Munk
Fast Fusion of Sentinel-2 and Sentinel-3 Time Series over Rangelands. Remote. Sens. 16 (11) (2024)
Iason Tsardanidis, Alkiviadis Koukos, Vasileios Sitokonstantinou, Thanassis Drivas, Charalampos Kontoes
Cloud gap-filling with deep learning for improved grassland monitoring. CoRR (2024)
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)
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)
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)
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, 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)