Journal Papers

[ j18 ] George Papadakis, George Mandilaras, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis
Three-Dimensional Entity Resolution with JedAI
in Information Systems (IS), to appear.

[ j17 ] George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas
A Survey of Blocking and Filtering Techniques for Entity Resolution
in ACM Computing Surveys (ACM CSUR)

[ j16 ] George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
Domain- and Structure-agnostic End-to-End Entity Resolution with JedAI
in SIGMOD Record, Vol. 48, No. 4, pages 30–36, December 2019.

[ j15 ] Nikiforos Pittaras, George Giannakopoulos, George Papadakis, Vangelis Karkaletsis
Text classification with semantically enriched word embeddings
in Natural Language Engineering (NLE)

[ j14 ] Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
Schema-agnostic Progressive Entity Resolution
in IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 31, No. 6, pages 1208-1221, June 2019.

[ j13 ] Alexandros Belesiotis, George Papadakis, Dimitrios Skoutas
Analyzing and Predicting Spatial Crime Distribution Using Crowdsourced and Open Data
in ACM Transactions on Spatial Algorithms and Systems (TSAS), Vol. 3, No. 4, pages 12:1–12:31, May 2018.

[ j12 ] Manolis Koubarakis, Konstantina Bereta, George Papadakis, Dimitrianos Savva, George Stamoulis
Big, Linked Geospatial Data and Its Applications in Earth Observation
in IEEE Internet Computing, Vol. 65, pages 137–157, April 2017.

[ j11 ] Vasilis Efthymiou, George Papadakis, George Papastefanatos, Kostas Stefanidis, Themis Palpanas
Parallel Meta-blocking for Scaling Entity Resolution over Big Heterogeneous Data
in Information Systems (IS), Vol. 21, No. 4, pages 87–91, July 2017.

[ j10 ] George Papadakis, George Papastefanatos, Themis Palpanas, Manolis Koubarakis
Boosting the efficiency of large-scale entity resolution with enhanced meta-blocking
in Big Data Research (BDR), Vol. 6, pages 43–63, December 2016.

[ j9 ] George Papadakis, George Giannakopoulos, Georgios Paliouras
Graph vs. bag representation models for the topic classification of web documents
in World Wide Web Journal (WWWJ), Vol. 15, No. 5, pages 887-920, September 2016.

[ j8 ] George Papadakis, Jonathan Svirsky, Avigdor Gal, Themis Palpanas
Comparative Analysis of Approximate Blocking Techniques for Entity Resolution
in Proceedings of the VLDB Endowment (PVLDB), Vol. 9, No. 9, pages 684 – 695, May 2016. Presented at the 42nd International Conference on Very Large Data Bases (VLDB’16).

[ j7 ] George Papadakis, George Alexiou, George Papastefanatos, Georgia Koutrika
Schema-agnostic vs Schema-based Configurations for Blocking Methods on Homogeneous Data
in Proceedings of the VLDB Endowment (PVLDB), Vol. 9, No. 4, pages 312-323, December 2015. Presented at the 42nd International Conference on Very Large Data Bases (VLDB’16).

[ j6 ] George Papadakis, Ricardo Kawase, Eelco Herder, Wolfgang Nejdl
Methods for web revisitation prediction: survey and experimentation
in User Modeling and User Adapted Interaction (UMUAI), Vol. 25, No. 4, pages 331-369, October 2015.

[ j5 ] Magdalini Kardara, George Papadakis, Athanasios Papaoikonomou, Konstantinos Tserpes, Theodora Varvarigou
Large-scale evaluation framework for local influence theories in Twitter
in Information Processing and Management, Vol. 51, No. 1, pages 226-252, January 2015.

[ j4 ] George Papadakis, George Papastefanatos, Georgia Koutrika
Supervised Meta-blocking
in Proceedings of the VLDB Endowment (PVLDB), Vol. 7, No. 14, pages 1929-1940, October 2014. Presented at the 41st International Conference on Very Large Data Bases (VLDB’15).
PDF Slides

[ j3 ] George Papadakis, Georgia Koutrika, Themis Palpanas, Wolfgang Nejdl
Meta-Blocking: Taking Entity Resolution to the Next Level
in IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 26, No. 8, pages 1946-1960, August 2014.

[ j2 ] George Papadakis, Ekaterini Ioannou, Themis Palpanas, Claudia Niederée, Wolfgang Nejdl
A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces
in IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 25, No. 12, pages 2665-2682, December 2013.

[ j1 ] Christina-Maria Kastorini, George Papadakis, Haralampos J. Milionis, Kallirroi Kalantzi, Paolo Emilio Puddu, Vassilios Nikolaou, Konstantinos N. Vemmos, John A. Goudevenos, Demosthenes B. Panagiotakos
Comparative analysis of a-priori and a-posteriori dietary patterns using state-of-the-art classification algorithms: A case/case-control study
in Artificial Intelligence in Medicine, Vol. 59, No. 3, pages 175-183, November 2013.