Publications

# Publications
1

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

2

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

3

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

4

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

5

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

6

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

7

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

8

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

9

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.

10

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

11

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