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2020 – today

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2024
[j5]
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Angelos Pentelas, Dimitris Katsiros, Dimitra Paranou, George Doukas, Konstantinos Chondralis, Giorgos Giannopoulos, Evangelos Angelou, George Papastefanatos:
Dynamic Sizing of Cloud-Native Telco Data Centers With Digital Twin and Reinforcement Learning. IEEE Access 12: 91462-91479 (2024)
[c44]
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Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris:
Fairness in AI: challenges in bridging the gap between algorithms and law. ICDEW 2024: 217-225
[c43]
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Alexis Apostolakis, Stella Girtsou, Konstantinos Alexis, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes:
Enhancing Daily Wildfire Risk Prediction Application Through Interpretable Machine Learning Results. IGARSS 2024: 2066-2071
[i9]
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  - journals/corr/abs-2403-13545
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Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes:
Next day fire prediction via semantic segmentation. CoRR abs/2403.13545 (2024)
[i8]
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  - journals/corr/abs-2404-18685
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Giorgos Giannopoulos, Dimitris Sacharidis, Nikolaos Theologitis, Loukas Kavouras, Ioannis Z. Emiris:
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups. CoRR abs/2404.18685 (2024)
[i7]
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  - journals/corr/abs-2404-19371
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Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris:
Fairness in AI: challenges in bridging the gap between algorithms and law. CoRR abs/2404.19371 (2024)
[i6]
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  - journals/corr/abs-2405-18921
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Ioannis Z. Emiris, Dimitris Fotakis, Giorgos Giannopoulos, Dimitrios Gunopulos, Loukas Kavouras, Kleopatra Markou, Eleni Psaroudaki, Dimitrios Rontogiannis, Dimitris Sacharidis, Nikolaos Theologitis, Dimitrios Tomaras, Konstantinos Tsopelas:
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability. CoRR abs/2405.18921 (2024)
2023
[c42]
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Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Dignös, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperlì, Giorgos Giannopoulos, Ivan Lukovic, Julien Aligon, Manolis Terrovitis, Marek Grzegorowski, Mariella Bonomo, Mirian Halfeld Ferrari Alves, Nicolas Labroche, Paul Monsarrat, Richard Chbeir, Sana Sellami, Seshu Tirupathi, Simona E. Rombo, Slavica Kordic, Sonja Ristic, Tommaso Di Noia, Torben Bach Pedersen, Vincenzo Moscato:
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium. ADBIS (Short Papers) 2023: 293-311
[c41]
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Nikos Bikakis, Giorgos Giannopoulos, Nikolaos Sidiropoulos, Christina Flouda, Athanasios Doupas, Voula Giouli, Panagiotis Karioris, Paraskevi Botini, Anna Vacalopoulou, Gregory Stainhaouer:
Exposing Geospatial Cultural Heritage Content in Map-based Applications. EDBT/ICDT Workshops 2023
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Dimitris Sacharidis, Giorgos Giannopoulos, George Papastefanatos, Kostas Stefanidis:
Auditing for Spatial Fairness. EDBT 2023: 485-491
[c39]
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Vassilis Stamatopoulos, Stavros Maroulis, Konstantinos Kozanis, Ioannis Psarros, George Papastefanatos, Giorgos Giannopoulos, Manolis Terrovitis:
A Tool for Visual Exploration and Analysis of Solar Photovoltaic Module Data. EDBT/ICDT Workshops 2023
[c38]
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Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis, Ioannis Z. Emiris:
Fairness Aware Counterfactuals for Subgroups. NeurIPS 2023
[i5]
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  - journals/corr/abs-2301-12939
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Alexandros Kalimeris, Ioannis Psarros, Giorgos Giannopoulos, Manolis Terrovitis, George Papastefanatos, Gregory Kotsis:
Data-driven soiling detection in PV modules. CoRR abs/2301.12939 (2023)
[i4]
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  - journals/corr/abs-2302-12333
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Dimitris Sacharidis, Giorgos Giannopoulos, George Papastefanatos, Kostas Stefanidis:
Auditing for Spatial Fairness. CoRR abs/2302.12333 (2023)
[i3]
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  - journals/corr/abs-2306-14978
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Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis, Ioannis Z. Emiris:
Fairness Aware Counterfactuals for Subgroups. CoRR abs/2306.14978 (2023)
2022
[j4]
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  - journals/remotesensing/ApostolakisGGBK22
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Alexis Apostolakis, Stella Girtsou, Giorgos Giannopoulos, Nikolaos S. Bartsotas, Charalampos Kontoes:
Estimating Next Day's Forest Fire Risk via a Complete Machine Learning Methodology. Remote. Sens. 14(5): 1222 (2022)
[c37]
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  - conf/bigdataconf/TirupathiSZRPJTHMBPAGGKMPPST22
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Seshu Tirupathi, Dhaval Salwala, Giulio Zizzo, Ambrish Rawat, Mark Purcell, Søren Kejser Jensen, Christian Thomsen, Nguyen Ho, Carlos E. Muñiz-Cuza, Jonas Brusokas, Torben Bach Pedersen, Giorgos Alexiou, Giorgos Giannopoulos, Panagiotis Gidarakos, Alexandros Kalimeris, Stavros Maroulis, George Papastefanatos, Ioannis Psarros, Vassilis Stamatopoulos, Manolis Terrovitis:
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data. IEEE Big Data 2022: 3179-3185
[c36]
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Suela Isaj, Vassilis Kaffes, Torben Bach Pedersen, Giorgos Giannopoulos:
A Supervised Skyline-Based Algorithm for Spatial Entity Linkage. EDBT 2022: 2:220-2:233
[c35]
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Voula Giouli, Anna Vacalopoulou, Nikolaos Sidiropoulos, Christina Flouda, Athanasios Doupas, Giorgos Giannopoulos, Nikos Bikakis, Vassilis Kaffes, Gregory Stainhaouer:
Placing multi-modal, and multi-lingual Data in the Humanities Domain on the Map: the Mythotopia Geo-tagged Corpus. LREC 2022: 2856-2864
2021
[c34]
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  - conf/edbt/VergoulisKGD21
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Thanasis Vergoulis, Ilias Kanellos, Giorgos Giannopoulos, Theodore Dalamagas:
Simplifying Impact Prediction for Scientific Articles. EDBT/ICDT Workshops 2021
[c33]
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Stella Girtsou, Alexis Apostolakis, Giorgos Giannopoulos, Charalampos Kontoes:
A Machine Learning Methodology for Next Day Wildfire Prediction. IGARSS 2021: 8487-8490
[c32]
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Giorgos Giannopoulos, George Papastefanatos, Dimitris Sacharidis, Kostas Stefanidis:
Interactivity, Fairness and Explanations in Recommendations. UMAP (Adjunct Publication) 2021: 157-161
[c31]
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Vassilis Kaffes, Dimitris Sacharidis, Giorgos Giannopoulos:
Model-Agnostic Counterfactual Explanations of Recommendations. UMAP 2021: 280-285
2020
[c30]
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  - conf/ecir/GiannopoulosKK20
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Giorgos Giannopoulos, Vassilis Kaffes, Georgios Kostoulas:
Learning Advanced Similarities and Training Features for Toponym Interlinking. ECIR (1) 2020: 111-125
[c29]
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  - conf/sigmod/AlexisKG20
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Konstantinos Alexis, Vassilis Kaffes, Giorgos Giannopoulos:
Boosting toponym interlinking by paying attention to both machine and deep learning. GeoRich@SIGMOD 2020: 4:1-4:5
[c28]
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Konstantinos Alexis, Vassilis Kaffes, Ilias Varkas, Andreas Syngros, Nontas Tsakonas, Giorgos Giannopoulos:
Improving geocoding quality via learning to integrate multiple geocoders. SSDBM 2020: 20:1-20:4
[c27]
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Vassilis Kaffes, Giorgos Giannopoulos, Nontas Tsakonas, Spiros Skiadopoulos:
Determining the provenance of land parcel polygons via machine learning. SSDBM 2020: 21:1-21:4
[i2]
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  - journals/corr/abs-2012-15192
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Thanasis Vergoulis, Ilias Kanellos, Giorgos Giannopoulos, Theodore Dalamagas:
Simplifying Impact Prediction for Scientific Articles. CoRR abs/2012.15192 (2020)

2010 – 2019

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2019
[c26]
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Spiros Athanasiou, Giorgos Giannopoulos, Damien Graux, Nikos Karagiannakis, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Kostas Patroumpas, Mohamed Ahmed Sherif, Dimitrios Skoutas:
Big POI data integration with Linked Data technologies. EDBT 2019: 477-488
[c25]
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Spiros Athanasiou, Michail Alexakis, Giorgos Giannopoulos, Nikos Karagiannakis, Yannis Kouvaras, Pantelis Mitropoulos, Kostas Patroumpas, Dimitrios Skoutas:
SLIPO: Large-Scale Data Integration for Points of Interest. EDBT 2019: 574-577
[c24]
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Giorgos Giannopoulos, Konstantinos Alexis, Nikos Kostagiolas, Dimitrios Skoutas:
Classifying points of interest with minimum metadata. LocalRec@SIGSPATIAL 2019: 1:1-1:4
[c23]
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Vassilis Kaffes, Giorgos Giannopoulos, Nikos Karagiannakis, Nontas Tsakonas:
Learning Domain Specific Models for Toponym Interlinking. SIGSPATIAL/GIS 2019: 504-507
[c22]
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Kostas Patroumpas, Dimitrios Skoutas, Georgios M. Mandilaras, Giorgos Giannopoulos, Spiros Athanasiou:
Exposing Points of Interest as Linked Geospatial Data. SSTD 2019: 21-30
[c21]
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Giorgos Eftaxias, Nontas Tsakonas, Giorgos Giannopoulos, Nikos Kostagiolas, Andreas Syngros, Dimitrios Skoutas:
LGM-PC: A tool for POI classification on QGIS. SSTD 2019: 182-185
[c20]
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Giorgos Giannopoulos, Marios Meimaris:
Learning Domain Driven and Semantically Enriched Embeddings for POI Classification. SSTD 2019: 214-217
2018
[c19]
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Pantelis Chronis, Giorgos Giannopoulos, Spiros Athanasiou, Spiros Skiadopoulos:
Unsupervised Disaggregation of Low Granularity Resource Consumption Time Series. PAKDD (2) 2018: 558-570
2016
[c18]
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Pantelis Chronis, Giorgos Giannopoulos, Spiros Athanasiou:
Open Issues and Challenges on Time Series Forecasting for Water Consumption. EDBT/ICDT Workshops 2016
[c17]
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Giorgos Giannopoulos, Nikos Karagiannakis, Dimitrios Skoutas, Spiros Athanasiou:
Learning to Classify Spatiotextual Entities in Maps. ESWC 2016: 539-555
2015
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Giorgos Giannopoulos, Marios Koniaris, Ingmar Weber, Alejandro Jaimes, Timos K. Sellis:
Algorithms and criteria for diversification of news article comments. J. Intell. Inf. Syst. 44(1): 1-47 (2015)
[c16]
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Giorgos Giannopoulos, Nick Vitsas, Nikos Karagiannakis, Dimitrios Skoutas, Spiros Athanasiou:
FAGI-gis: A Tool for Fusing Geospatial RDF Data. ESWC (Satellite Events) 2015: 51-57
[c15]
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Giorgos Giannopoulos, Nikos Karagiannakis, Dimitrios Skoutas, Spiros Athanasiou:
Automatic Recommendations of Categories for Geospatial Entities. LocalRec@RecSys 2015: 9-12
[c14]
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Nikos Karagiannakis, Giorgos Giannopoulos, Dimitrios Skoutas, Spiros Athanasiou:
OSMRec Tool for Automatic Recommendation of Categories on Spatial Entities in OpenStreetMap. RecSys 2015: 337-338
[p1]
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Jens Lehmann, Spiros Athanasiou, Andreas Both, Alejandra García-Rojas, Giorgos Giannopoulos, Daniel Hladky, Jon Jay Le Grange, Axel-Cyrille Ngonga Ngomo, Mohamed Ahmed Sherif, Claus Stadler, Matthias Wauer, Patrick Westphal, Vadim Zaslawski:
Managing Geospatial Linked Data in the GeoKnow Project. Semantic Web Enabled Software Engineering 2015: 51-78
2014
[c13]
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Kostas Patroumpas, Michalis Alexakis, Giorgos Giannopoulos, Spiros Athanasiou:
TripleGeo: an ETL Tool for Transforming Geospatial Data into RDF Triples. EDBT/ICDT Workshops 2014: 275-278
[c12]
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Giorgos Giannopoulos, Thomas Maroulis, Dimitrios Skoutas, Nikos Karagiannakis, Spiros Athanasiou:
FAGI-tr: A Tool for Aligning Geospatial RDF Vocabularies. ESWC (Satellite Events) 2014: 355-361
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Kostas Patroumpas, Giorgos Giannopoulos, Spiros Athanasiou:
Towards GeoSpatial semantic data management: strengths, weaknesses, and challenges ahead. SIGSPATIAL/GIS 2014: 301-310
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Giorgos Giannopoulos, Dimitrios Skoutas, Thomas Maroulis, Nikos Karagiannakis, Spiros Athanasiou:
FAGI: A Framework for Fusing Geospatial RDF Data. OTM Conferences 2014: 553-561
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Marios Koniaris, Giorgos Giannopoulos, Timos K. Sellis, Yiannis Vasileiou:
Diversifying Microblog Posts. WISE (2) 2014: 189-198
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Spiros Athanasiou, Daniel Hladky, Giorgos Giannopoulos, Alejandra García-Rojas, Jens Lehmann:
GeoKnow: Making the Web an Exploratory Place for Geospatial Knowledge. ERCIM News 2014(96) (2014)
2013
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Giorgos Giannopoulos, Evmorfia Biliri, Timos K. Sellis:
Personalizing Keyword Search on RDF Data. TPDL 2013: 272-278
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Nikos Bikakis, Giorgos Giannopoulos, John Liagouris, Dimitrios Skoutas, Theodore Dalamagas, Timos K. Sellis:
RDivF: Diversifying Keyword Search on RDF Graphs. TPDL 2013: 413-416
2012
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Giorgos Giannopoulos, Ingmar Weber, Alejandro Jaimes, Timos K. Sellis:
Diversifying User Comments on News Articles. WISE 2012: 100-113
2011
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Giorgos Giannopoulos, Ulf Brefeld, Theodore Dalamagas, Timos K. Sellis:
Learning to rank user intent. CIKM 2011: 195-200
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Giorgos Giannopoulos, Theodore Dalamagas, Timos K. Sellis:
Search Behavior-Driven Training for Result Re-Ranking. TPDL 2011: 316-328
2010
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Giorgos Giannopoulos, Nikos Bikakis, Theodore Dalamagas, Timos K. Sellis:
GoNTogle: A Tool for Semantic Annotation and Search. ESWC (2) 2010: 376-380
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Nikos Bikakis, Giorgos Giannopoulos, Theodore Dalamagas, Timos K. Sellis:
Integrating Keywords and Semantics on Document Annotation and Search. OTM Conferences (2) 2010: 921-938

2000 – 2009

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2009
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Manolis Maragkakis, Panagiotis Alexiou, Giorgos L. Papadopoulos, Martin Reczko, Theodore Dalamagas, Giorgos Giannopoulos, George I. Goumas, Evangelos Koukis, Kornilios Kourtis, Victor A. Simossis, Praveen Sethupathy, Thanasis Vergoulis, Nectarios Koziris, Timos K. Sellis, Panayotis Tsanakas, Artemis G. Hatzigeorgiou:
Accurate microRNA target prediction correlates with protein repression levels. BMC Bioinform. 10: 295 (2009)
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Manolis Maragkakis, Martin Reczko, Victor A. Simossis, Panagiotis Alexiou, Giorgos L. Papadopoulos, Theodore Dalamagas, Giorgos Giannopoulos, Georgios I. Goumas, Evangelos Koukis, Kornilios Kourtis, Thanasis Vergoulis, Nectarios Koziris, Timos K. Sellis, Panayotis Tsanakas, Artemis G. Hatzigeorgiou:
DIANA-microT web server: elucidating microRNA functions through target prediction. Nucleic Acids Res. 37(Web-Server-Issue): 273-276 (2009)
2008
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Giorgos Giannopoulos, Theodore Dalamagas, Magdalini Eirinaki, Timos K. Sellis:
Boosting the ranking function learning process using clustering. WIDM 2008: 125-132

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