Manolis Koubarakis, Konstantina Bereta, Dimitris Bilidas, Konstantinos Giannousis,Theofilos Ioannidis, Despina-Athanasia Pantazi, George Stamoulis, Seif Haridi, Vladimir Vlassov, Lorenzo Bruzzone, Claudia Paris, Torbjørn Eltoft, Thomas Krämer, Angelos Charalabidis, Vangelis Karkaletsis, Stasinos Konstantopoulos, Jim Dowling, Theofilos Kakantousis, Mihai Datcu, Corneliu Octavian Dumitru, Florian Appel, Heike Bach, Silke Migdall, Nick Hughes, David Arthurs, Andrew Fleming.
From Copernicus Big Data to Extreme Earth Analytics.
Visionary paper submitted to the 22nd International Conference on Extending Database Technology (EDBT 2019). Lisbon, Portugal, March 26-29, 2019

Corneliu Octavian Dumitru, Gottfried Schwarz, Torbjørn Eltoft, Thomas Kræmer, Penelope Wagner, Nick Hughes, David Arthurs, Andrew Fleming, Manolis Koubarakis and Mihai Datcu.
Knowledge Extracted from Copernicus Satellite Data.
The 11th International Symposium on Digital Earth, Florence, Italy, 24-27 September 2019

Vlad Andrei, Octavian Dumitru and Mihai Datcu.
Representation Learning For SAR Observations: A Generative Model Approach.
TerraSAR-X/TanDEM-X Science Team Meeting 2019, Oberpfaffenhofen, Germany, 21-24 October 2019

George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas and Manolis Koubarakis.
Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI.
Sigmod Record. December 2019

George Papadakis, Leonidas Tsekouras, Manos Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas and Manolis Koubarakis.
JedAI: beyond batch, blocking-based Entity Resolution.
The 23rd International Conference on Extending Database Technology (EDBT2020). Copenhagen, Denmark, 30th March-2nd April, 2020

George Papadakis, Ekaterini Ioannou and Themis Palpanas.
Entity Resolution: Past, Present and Yet-to-Come. From Structured to Heterogeneous, to Crowd-sourced, to Deep Learned. .
The 23rd International Conference on Extending Database Technology (EDBT2020) - Tutorial. Copenhagen, Denmark, 30th March-2nd April, 2020

Alexandru A. Ormenisan, Mahmoud Ismail, Seif Haridi and Jim Dowling.
Implicit Provenance for Machine Learning Artifacts.
Workshop on MLOps Systems, Third Conference on Machine Learning and Systems (MLSys 2020). Austin, United States, March 2-4, 2020

Moritz Meister, Sina Sheikholeslami, Robin Andersson, Alexandru A. Ormenisan and Jim Dowling.
Towards Distribution Transparency for Supervised ML With Oblivious Training Functions.
Workshop on MLOps Systems, Third Conference on Machine Learning and Systems (MLSys 2020). Austin, United States, March 2-4, 2020

George Papadakis, Dimitrios Skoutas, Emmanouil Thanos and Themis Palpanas.
Blocking and Filtering Techniques for Entity Resolution: A Survey.
ACM Computing Surveys. Article No31, March 2020.

George Papadakis, George Mandilaras, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis.
Three-Dimensional Entity Resolution with JedAI.
Journal of Information Systems. Volume 93, November 2020

George Mandilaras, Despina-Athanasia Pantazi, Manolis Koubarakis, Nick Hughes, Alistair Everett and ̊Ashild Kiærbech.
Ice Monitoring With ExtremeEarth.
LASCAR 2nd Workshop on Large Scale RDF Analytics 2020. Online, May 31 - June 4, 2020

Claudia Paris, Giulio Weikmann and Lorenzo Bruzzone.
Monitoring of Agricultural Areas by using Sentinel 2 Image Time Series and Deep Learning Techniques.
SPIE Remote Sensing Conference, Edinburgh, United Kingdom, September 21 - 24, 2020

Charalampos Kostopoulos, Giannis Mouchakis, Nefeli Prokopaki-Kostopoulou, Antonis Troumpoukis, Angelos Charalambidis and Stasinos Konstantopoulos.
KOBE: Cloud-native Open Benchmarking Engine for Federated Query Processors.
Demo paper in the International Semantic Web Conference 2020, Virtual, November 1 - 6, 2020

Antonis Troumpoukis, Stasinos Konstantopoulos, Giannis Mouchakis, Nefeli Prokopaki-Kostopoulou, Claudia Paris, Lorenzo Bruzzone, Despina-Athanasia Pantazi and Manolis Koubarakis.
GeoFedBench: A Benchmark for Federated GeoSPARQL Query Processors.
Demo paper in the International Semantic Web Conference 2020, Virtual, November 1 - 6, 2020

Chandrabali Karmakar, Corneliu Octavian Dumitru, Gottfried Schwarz and Mihai Datcu.
Feature-free Explainable Data Mining in SAR Images Using Latent Dirichlet Allocation.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, November 18, 2020

Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu, Alistair Everett, Nick Hughes and Manolis Koubarakis.
Efficient Algorithms for Monitoring Polar Areas Using Satellite Images.
2020 EUROPEAN POLAR SCIENCE WEEK, Virtual, November 1 - 6, 2020

Moritz Meister, Sina Sheikholeslami, Amir H. Payberah, Vladimir Vlassov and Jim Dowling.
Maggy: Scalable Asynchronous Parallel Hyperparameter Search.
The 1st Workshop on Distributed Machine Learning (DistributedML'20), ACM, December 2020