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George Papadakis 0001

Georgios Papadakis 0001

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affiliation: Athena Research Center, Institute for the Management of Information Systems (IMIS)
affiliation: L3S Research Center, Hanover, Germany
affiliation: Leibniz University of Hanover, Informatics and Computer Science Department

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Books and Theses

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2021
[b2]
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George Papadakis, Ekaterini Ioannou, Emanouil Thanos, Themis Palpanas:
The Four Generations of Entity Resolution. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00750-7, pp. 1-170
2013
[b1]
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Georgios Papadakis:
Blocking techniques for efficient entity resolution over large, highly heterogeneous information spaces. University of Hanover, 2013, pp. 1-128

Journal Articles

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2024
[j28]
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Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution. Inf. Syst. 120: 102307 (2024)
2023
[j27]
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Alexandros Zeakis, George Papadakis, Dimitrios Skoutas, Manolis Koubarakis:
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis. Proc. VLDB Endow. 16(9): 2225-2238 (2023)
[j26]
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George Papadakis, Vasilis Efthymiou, Emmanouil Thanos, Oktie Hassanzadeh, Peter Christen:
An analysis of one-to-one matching algorithms for entity resolution. VLDB J. 32(6): 1369-1400 (2023)
2022
[j25]
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Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
Generalized Supervised Meta-blocking. Proc. VLDB Endow. 15(9): 1902-1910 (2022)
[j24]
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George Papadakis, George Mandilaras, Nikos Mamoulis, Manolis Koubarakis:
Static and Dynamic Progressive Geospatial Interlinking. ACM Trans. Spatial Algorithms Syst. 8(2): 1-41 (2022)
2021
[j23]
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George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas:
Blocking and Filtering Techniques for Entity Resolution: A Survey. ACM Comput. Surv. 53(2): 31:1-31:42 (2021)
[j22]
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Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas, George Papadakis, Kostas Stefanidis:
An Overview of End-to-End Entity Resolution for Big Data. ACM Comput. Surv. 53(6): 127:1-127:42 (2021)
[j21]
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Georgios M. Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis, Alicia Lara-Clares, Antonio Fariña:
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI. Inf. Syst. 102: 101830 (2021)
[j20]
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Nikiforos Pittaras, George Giannakopoulos, Georgios Papadakis, Vangelis Karkaletsis:
Text classification with semantically enriched word embeddings. Nat. Lang. Eng. 27(4): 391-425 (2021)
[j19]
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Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky:
ExtremeEarth Meets Satellite Data From Space. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9038-9063 (2021)
2020
[j18]
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George Papadakis, Georgios M. Mandilaras, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis:
Three-dimensional Entity Resolution with JedAI. Inf. Syst. 93: 101565 (2020)
[j17]
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Thaddeus Neururer, George Papadakis, Edward J. Riedl:
The Effect of Reporting Streaks on Ex Ante Uncertainty. Manag. Sci. 66(8): 3771-3787 (2020)
2019
[j16]
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George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis:
Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI. SIGMOD Rec. 48(4): 30-36 (2019)
[j15]
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Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-Agnostic Progressive Entity Resolution. IEEE Trans. Knowl. Data Eng. 31(6): 1208-1221 (2019)
2018
[j14]
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George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis:
The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data. Proc. VLDB Endow. 11(12): 1950-1953 (2018)
[j13]
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Alexandros Belesiotis, George Papadakis, Dimitrios Skoutas:
Analyzing and Predicting Spatial Crime Distribution Using Crowdsourced and Open Data. ACM Trans. Spatial Algorithms Syst. 3(4): 12:1-12:31 (2018)
2017
[j12]
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Manolis Koubarakis, Konstantina Bereta, George Papadakis, Dimitrianos Savva, George Stamoulis:
Big, Linked Geospatial Data and Its Applications in Earth Observation. IEEE Internet Comput. 21(4): 87-91 (2017)
[j11]
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Vasilis Efthymiou, George Papadakis, George Papastefanatos, Kostas Stefanidis, Themis Palpanas:
Parallel meta-blocking for scaling entity resolution over big heterogeneous data. Inf. Syst. 65: 137-157 (2017)
2016
[j10]
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George Papadakis, George Papastefanatos, Themis Palpanas, Manolis Koubarakis:
Boosting the Efficiency of Large-Scale Entity Resolution with Enhanced Meta-Blocking. Big Data Res. 6: 43-63 (2016)
[j9]
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George Papadakis, Jonathan Svirsky, Avigdor Gal, Themis Palpanas:
Comparative Analysis of Approximate Blocking Techniques for Entity Resolution. Proc. VLDB Endow. 9(9): 684-695 (2016)
[j8]
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George Papadakis, George Giannakopoulos, Georgios Paliouras:
Graph vs. bag representation models for the topic classification of web documents. World Wide Web 19(5): 887-920 (2016)
2015
[j7]
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Magdalini Kardara, George Papadakis, Athanasios Papaoikonomou, Konstantinos Tserpes, Theodora A. Varvarigou:
Large-scale evaluation framework for local influence theories in Twitter. Inf. Process. Manag. 51(1): 226-252 (2015)
[j6]
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George Papadakis, George Alexiou, George Papastefanatos, Georgia Koutrika:
Schema-agnostic vs Schema-based Configurations for Blocking Methods on Homogeneous Data. Proc. VLDB Endow. 9(4): 312-323 (2015)
[j5]
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George Papadakis, Ricardo Kawase, Eelco Herder, Wolfgang Nejdl:
Methods for web revisitation prediction: survey and experimentation. User Model. User Adapt. Interact. 25(4): 331-369 (2015)
2014
[j4]
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George Papadakis, George Papastefanatos, Georgia Koutrika:
Supervised Meta-blocking. Proc. VLDB Endow. 7(14): 1929-1940 (2014)
[j3]
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George Papadakis, Georgia Koutrika, Themis Palpanas, Wolfgang Nejdl:
Meta-Blocking: Taking Entity Resolutionto the Next Level. IEEE Trans. Knowl. Data Eng. 26(8): 1946-1960 (2014)
2013
[j2]
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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. Artif. Intell. Medicine 59(3): 175-183 (2013)
[j1]
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George Papadakis, Ekaterini Ioannou, Themis Palpanas, Claudia Niederée, Wolfgang Nejdl:
A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces. IEEE Trans. Knowl. Data Eng. 25(12): 2665-2682 (2013)

Conference and Workshop Papers

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2023
[c50]
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Vasilis Efthymiou, Ekaterini Ioannou, Manos Karvounis, Manolis Koubarakis, Jakub Maciejewski, Konstantinos Nikoletos, George Papadakis, Dimitrios Skoutas, Yannis Velegrakis, Alexandros Zeakis:
Self-configured Entity Resolution with pyJedAI. IEEE Big Data 2023: 339-343
[c49]
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Loujain Liekah, Yacine Gaci, George Papadakis:
Déduplication sur des Types d'Attributs Hétérogènes. EGC 2023: 547-556
[c48]
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Maria Despoina Siampou, George Papadakis, Nikos Mamoulis, Manolis Koubarakis:
Supervised Scheduling for Geospatial Interlinking. SIGSPATIAL/GIS 2023: 42:1-42:12
[c47]
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George Papadakis, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, Wolfgang Nejdl:
Benchmarking Filtering Techniques for Entity Resolution. ICDE 2023: 653-666
[c46]
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Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
A general approach to Supervised Meta-Blocking. SEBD 2023: 141-150
2022
[c45]
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Loujain Liekah, Georgios Papadakis:
Deduplication Over Heterogeneous Attribute Types (D-HAT). ADMA (2) 2022: 379-391
[c44]
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George Papadakis, Vasilis Efthymiou, Emmanouil Thanos, Oktie Hassanzadeh:
Bipartite Graph Matching Algorithms for Clean-Clean Entity Resolution: An Empirical Evaluation. EDBT 2022: 2:462-2:474
[c43]
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Konstantinos Nikoletos, George Papadakis, Manolis Koubarakis:
pyJedAI: a Lightsaber for Link Discovery. ISWC (Posters/Demos/Industry) 2022
2021
[c42]
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Konstantina Bereta, George Papadakis, Manolis Koubarakis:
Ontop4theWeb: SPARQLing the Web On-the-fly. ICSC 2021: 268-271
[c41]
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George Papadakis, Georgios M. Mandilaras, Nikos Mamoulis, Manolis Koubarakis:
Progressive, Holistic Geospatial Interlinking. WWW 2021: 833-844
2020
[c40]
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George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis:
JedAI³ : beyond batch, blocking-based Entity Resolution. EDBT 2020: 603-606
[c39]
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George Papadakis, Ekaterini Ioannou, Themis Palpanas:
Entity Resolution: Past, Present and Yet-to-Come. EDBT 2020: 647-650
2019
[c38]
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Efi Karra Taniskidou, George Papadakis, George Giannakopoulos, Manolis Koubarakis:
Comparative Analysis of Content-based Personalized Microblog Recommendations. EDBT 2019: 193-204
[c37]
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Vasilis Efthymiou, George Papadakis, Kostas Stefanidis, Vassilis Christophides:
MinoanER: Schema-Agnostic, Non-Iterative, Massively Parallel Resolution of Web Entities. EDBT 2019: 373-384
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Nikiforos Pittaras, George Papadakis, George Stamoulis, Giorgos Argyriou, Efi Karra Taniskidou, Emmanouil Thanos, George Giannakopoulos, Leonidas Tsekouras, Manolis Koubarakis:
GeoSensor: semantifying change and event detection over big data. SAC 2019: 2259-2266
2018
[c35]
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Konstantina Bereta, George Papadakis, Manolis Koubarakis:
SPARQLing-Up the Web on-the-fly using Ontologies and Mappings. Description Logics 2018
[c34]
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Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-Agnostic Progressive Entity Resolution. ICDE 2018: 53-64
[c33]
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Vasilis Efthymiou, George Papadakis, Kostas Stefanidis, Vassilis Christophides:
Simplifying Entity Resolution on Web Data with Schema-Agnostic, Non-Iterative Matching. ICDE 2018: 1296-1299
[c32]
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Giorgos Argyriou, George Papadakis, George Stamoulis, Efi Karra Taniskidou, Nikiforos Pittaras, George Giannakopoulos, Sergio Albani, Michele Lazzarini, Emanuele Angiuli, Anca Popescu, Argyros Argyridis, Manolis Koubarakis:
GeoSensor: On-line Scalable Change and Event Detection over Big Data. WWW (Companion Volume) 2018: 223-226
2017
[c31]
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George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis:
JedAI: The Force Behind Entity Resolution. ESWC (Satellite Events) 2017: 161-166
[c30]
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George Papadakis, Konstantina Bereta, Themis Palpanas, Manolis Koubarakis:
Multi-core Meta-blocking for Big Linked Data. SEMANTiCS 2017: 33-40
[c29]
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Sören Auer, Simon Scerri, Aad Versteden, Erika Pauwels, Angelos Charalambidis, Stasinos Konstantopoulos, Jens Lehmann, Hajira Jabeen, Ivan Ermilov, Gezim Sejdiu, Andreas Ikonomopoulos, Spyros Andronopoulos, Mandy Vlachogiannis, Charalambos Pappas, Athanasios Davettas, Iraklis A. Klampanos, Efstathios Grigoropoulos, Vangelis Karkaletsis, Victor de Boer, Ronald Siebes, Mohamed Nadjib Mami, Sergio Albani, Michele Lazzarini, Paulo Nunes, Emanuele Angiuli, Nikiforos Pittaras, George Giannakopoulos, Giorgos Argyriou, George Stamoulis, George Papadakis, Manolis Koubarakis, Pythagoras Karampiperis, Axel-Cyrille Ngonga Ngomo, Maria-Esther Vidal:
The BigDataEurope Platform - Supporting the Variety Dimension of Big Data. ICWE 2017: 41-59
2016
[c28]
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George Papadakis, George Papastefanatos, Themis Palpanas, Manolis Koubarakis:
Scaling Entity Resolution to Large, Heterogeneous Data with Enhanced Meta-blocking. EDBT 2016: 221-232
[c27]
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George Papadakis, Themis Palpanas:
Blocking for large-scale Entity Resolution: Challenges, algorithms, and practical examples. ICDE 2016: 1436-1439
2015
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Vasilis Efthymiou, George Papadakis, George Papastefanatos, Kostas Stefanidis, Themis Palpanas:
Parallel meta-blocking: Realizing scalable entity resolution over large, heterogeneous data. IEEE BigData 2015: 411-420
2012
[c25]
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Fotis Aisopos, George Papadakis, Konstantinos Tserpes, Theodora A. Varvarigou:
Content vs. context for sentiment analysis: a comparative analysis over microblogs. HT 2012: 187-196
[c24]
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Konstantinos Tserpes, George Papadakis, Magdalini Kardara, Athanasios Papaoikonomou, Fotis Aisopos, Emmanuel Sardis, Theodora A. Varvarigou:
An Ontology for Social Networking Sites Interoperability. KEOD 2012: 245-250
[c23]
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Konstantinos Tserpes, George Papadakis, Magdalini Kardara, Athanasios Papaoikonomou, Fotis Aisopos, Emmanuel Sardis, Theodora A. Varvarigou:
SocIoS: A Social Media Application Ontology. OTM Workshops 2012: 574-584
[c22]
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Mania Kardara, George Papadakis, Athanasios Papaoikonomou, Konstantinos Tserpes, Theodora A. Varvarigou:
Influence patterns in topic communities of social media. WIMS 2012: 10:1-10:12
[c21]
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George Giannakopoulos, Petra Mavridi, Georgios Paliouras, George Papadakis, Konstantinos Tserpes:
Representation models for text classification: a comparative analysis over three web document types. WIMS 2012: 13:1-13:12
[c20]
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George Papadakis, Ricardo Kawase, Eelco Herder:
Client- and server-side revisitation prediction with SUPRA. WIMS 2012: 14:1-14:12
[c19]
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George Papadakis, Ekaterini Ioannou, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl:
Beyond 100 million entities: large-scale blocking-based resolution for heterogeneous data. WSDM 2012: 53-62
[c18]
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George Papadakis, Konstantinos Tserpes, Emmanuel Sardis, Magdalini Kardara, Athanasios Papaoikonomou, Fotis Aisopos:
Social media meta-API: leveraging the content of social networks. WWW (Companion Volume) 2012: 271-274
[c17]
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Fotis Aisopos, George Papadakis, Konstantinos Tserpes, Theodora A. Varvarigou:
Textual and contextual patterns for sentiment analysis over microblogs. WWW (Companion Volume) 2012: 453-454
2011
[c16]
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Ricardo Kawase, George Papadakis, Eelco Herder, Wolfgang Nejdl:
Beyond the usual suspects: context-aware revisitation support. HT 2011: 27-36
[c15]
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George Papadakis, Wolfgang Nejdl:
Efficient entity resolution methods for heterogeneous information spaces. ICDE Workshops 2011: 304-307
[c14]
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George Papadakis, Ricardo Kawase, Eelco Herder, Claudia Niederée:
A Layered Approach to Revisitation Prediction. ICWE 2011: 258-273
[c13]
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George Papadakis, Ekaterini Ioannou, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl:
Eliminating the redundancy in blocking-based entity resolution methods. JCDL 2011: 85-94
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George Papadakis, George Giannakopoulos, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl:
Detecting and exploiting stability in evolving heterogeneous information spaces. JCDL 2011: 95-104
[c11]
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Ricardo Kawase, George Papadakis, Eelco Herder:
Supporting revisitation with contextual suggestions. JCDL 2011: 227-230
[c10]
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Ricardo Kawase, George Papadakis, Fabian Abel:
Generating Resource Profiles by Exploiting the Context of Social Annotations. ISWC (1) 2011: 289-304
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George Papadakis, Ekaterini Ioannou, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl:
To compare or not to compare: making entity resolution more efficient. SWIM 2011: 3
[c8]
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George Papadakis, Ekaterini Ioannou, Claudia Niederée, Peter Fankhauser:
Efficient entity resolution for large heterogeneous information spaces. WSDM 2011: 535-544
2010
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Ricardo Kawase, George Papadakis, Eelco Herder, Wolfgang Nejdl:
The impact of bookmarks and annotations on refinding information. HT 2010: 29-34
[c6]
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Odysseas Papapetrou, George Papadakis, Ekaterini Ioannou, Dimitrios Skoutas:
Efficient Term Cloud Generation for Streaming Web Content. ICWE 2010: 385-399
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George Papadakis, Gianluca Demartini, Peter Fankhauser, Philipp Kärger:
The missing links: discovering hidden same-as links among a billion of triples. iiWAS 2010: 453-460
[c4]
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Ricardo Kawase, George Papadakis, Eelco Herder:
How Predictable Are You? A Comparison of Prediction Algorithms for Web Page Revisitation. LWA 2010: 307-313
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Ricardo Kawase, Eelco Herder, George Papadakis, Wolfgang Nejdl:
In-Context Annotations for Refinding and Sharing. WEBIST (Selected Papers) 2010: 85-100
[c2]
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George Papadakis, Claudia Niederée, Wolfgang Nejdl:
Decay-based Ranking for Social Application Content. WEBIST (1) 2010: 276-281
2008
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George Papadakis, Georgios Paliouras:
MyCites: An Intelligent Information System for Maintaining Citations. SETN 2008: 371-376

Informal and Other Publications

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2023
[i12]
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Alexandros Zeakis, George Papadakis, Dimitrios Skoutas, Manolis Koubarakis:
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark]. CoRR abs/2304.12329 (2023)
[i11]
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  - journals/corr/abs-2307-01231
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George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas:
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms. CoRR abs/2307.01231 (2023)
2022
[i10]
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  - journals/corr/abs-2202-12521
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George Papadakis, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, Wolfgang Nejdl:
How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search? CoRR abs/2202.12521 (2022)
[i9]
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  - journals/corr/abs-2204-08801
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Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
Generalized Supervised Meta-blocking (technical report). CoRR abs/2204.08801 (2022)
[i8]
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  - journals/corr/abs-2205-01905
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Marios Papamichalopoulos, George Papadakis, George Mandilaras, Maria Despoina Siampou, Nikos Mamoulis, Manolis Koubarakis:
Three-dimensional Geospatial Interlinking with JedAI-spatial. CoRR abs/2205.01905 (2022)
2021
[i7]
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  - journals/corr/abs-2112-14030
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George Papadakis, Vasilis Efthymiou, Emanouil Thanos, Oktie Hassanzadeh:
Bipartite Graph Matching Algorithms for Entity Resolution: An Empirical Evaluation. CoRR abs/2112.14030 (2021)
2020
[i6]
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  - journals/corr/abs-2005-11264
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Konstantina Bereta, George Papadakis, Manolis Koubarakis:
OBDA for the Web: Creating Virtual RDF Graphs On Top of Web Data Sources. CoRR abs/2005.11264 (2020)
2019
[i5]
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  - journals/corr/abs-1901-05497
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Efi Karra Taniskidou, George Papadakis, George Giannakopoulos, Manolis Koubarakis:
Comparative Analysis of Content-based Personalized Microblog Recommendations [Experiments and Analysis]. CoRR abs/1901.05497 (2019)
[i4]
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  - journals/corr/abs-1905-06167
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George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas:
A Survey of Blocking and Filtering Techniques for Entity Resolution. CoRR abs/1905.06167 (2019)
[i3]
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  - journals/corr/abs-1905-06170
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Vasilis Efthymiou, George Papadakis, Kostas Stefanidis, Vassilis Christophides:
MinoanER: Schema-Agnostic, Non-Iterative, Massively Parallel Resolution of Web Entities. CoRR abs/1905.06170 (2019)
[i2]
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  - journals/corr/abs-1905-06385
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Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-agnostic Progressive Entity Resolution (extended version). CoRR abs/1905.06385 (2019)
[i1]
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  - journals/corr/abs-1905-06397
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Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas, George Papadakis, Kostas Stefanidis:
End-to-End Entity Resolution for Big Data: A Survey. CoRR abs/1905.06397 (2019)

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