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EU Centre of ExcellenceISO 9001

ERCIMW3C MemberFraunhofer Project Center

András Benczúr, Ph.D., head of research laboratory
András Benczúr
Address: 1111 Budapest, Lágymányosi u. 11.
Room number: L 412
Phone: +36 1 279 6172
Fax: +36 1 209 5269
E-mail: benczur.andrasEZT_TOROLJE_KI@EZT_TOROLJE_KIsztaki.mta.hu
Homepage: http://datamining.sztaki.hu/
Department: Informatics Laboratory

András Benczúr is the head of Informatics Laboratory of 20 doctoral students, post-docs and developers hosting in addition a Theory of Computing and a Natural Language Technology groups. Andras received his Ph.D. at the Massachusetts Institute of Technology in 1997, since then his interest turned to Information Retrieval and Web Search. He was representing SZTAKI as principal investigator in several EU and national R&D projects. His research on spam filtering and low space approximations for very large scale Web analysis was awarded by a Yahoo Faculty Research Grant in 2006. Andras is SZTAKI site coordinator in the Hungarian Future Internet Platform and in the Hungarian node of the FET Flagship FuturICT.

Andras' Laboratory received a <a href="http://mta.hu/articles/momentum-program-of-the-hungarian-academy-of-sciences-130009">major grant of the President of the Hungarian Academy of Sciences</a> for our proposal on "Big Data" research in 2012.

Publications

[order by time] [order by categories ]

2018.

Real-time prediction of manufacturing lead times in complex production environments
Authors: Szaller, Ádám; Béres, Ferenc; Piller, Éva; Gyulai, Dávid; Pfeiffer, András; Benczúr, András, ifj
Date: 2018.
Published by: 25th Annual EurOMA Conference. To Serve, To Produce and to Servitize in the Era of Networks, Big Data and Analytics (Page: 1-10)
Temporal Walk Based Centrality Metric for Graph Streams
Authors: Béres, Ferenc; Pálovics, Róbert; Benczúr, András
Date: 2018.
Published by: 24th ACM SIGKDD Conference on knowledge Discovery and Data Mining. 14th International Workshop on Mining and Learning with Graphs, MLG 2018 (Page: 1-8)
Temporal walk based centrality metric for graph streams
Authors: Béres, Ferenc; Pálovics, R; Oláh, A; Benczúr, András
Date: 2018.
Published by: Applied Network Science (Volume no.: 3, Issue no.: 32, Page: 1-26)
Prediction and characterization of human ageing-related proteins by using machine learning
Authors: Kerepesi, Csaba; Daróczy, Bálint Zoltán; Sturm, Ádám; Vellai, Tibor; Benczúr, András, ifj
Date: 2018.
Published by: SCIENTIFIC REPORTS (Volume no.: 8)
Infrequent Item-to-Item Recommendation via Invariant Random Fields
Authors: Daróczy, Bálint Zoltán; Ayala-Gómez, F; Benczúr, András
Date: 2018.
Published by: LECTURE NOTES IN COMPUTER SCIENCE (Volume no.: 11288, Page: 1-19)
Efficient K-NN for Playlist Continuation
Authors: Kelen, Domokos Miklós; Berecz, Dániel; Béres, Ferenc; Benczúr, András, ifj
Date: 2018.
Published by: (Page: 1-4)
Global citation recommendation using knowledge graphs
Authors: Ayala-Gómez, F; Daróczy, Bálint Zoltán; Benczúr, András, ifj; Mathioudakis, M; Gionis, A
Date: 2018.
Published by: JOURNAL OF INTELLIGENT & FUZZY SYSTEMS (Volume no.: 34, Issue no.: 5, Page: 3089-3100)
Data-driven methodologies and big data
Authors: Benczúr, András, ifj
Date: 2018.
Published by: (Page: 351-365)

2017.

Tracing Distributed Data Stream Processing Systems
Authors: Zvara, Zoltán; Szabo, PGN; Hermann, Gábor; Benczúr, András
Date: 2017.
Published by: (Page: 235-242)
Tutorial on open source online learning recommenders
Authors: Pálovics, Róbert; Kelen, Domokos; Benczúr, András
Date: 2017.
Published by: (Page: 400-401)
Where could we go? Recommendations for groups in location-based social networks
Authors: Ayala-Gomez, F; Daróczy, Bálint Zoltán; Mathioudakis, M; Benczúr, András; Gionis, A
Date: 2017.
Published by: (Page: 93-102)
STREAMLINE - Streamlined analysis of data at rest and data in motion
Authors: Grulich, PM; Rabl, T; Markl, V; Sidló, Csaba István; Benczúr, András
Editor: Orsi, G
Date: 2017.
Published by: (Issue no.: 1810, Page: 1-1)
Raising graphs from randomness to reveal information networks
Authors: Pálovics, Róbert; Benczúr, András
Date: 2017.
Published by: (Page: 23-32)
Location-aware online learning for top-k recommendation
Authors: Pálovics, Róbert; Szalai, Péter; Pap, Júlia; Frigó, Erzsébet; Kocsis, Levente; Benczúr, András
Date: 2017.
Published by: PERVASIVE AND MOBILE COMPUTING (Volume no.: 38, Issue no.: 2, Page: 490-504)
Online ranking prediction in non-stationary environments
Authors: Frigó, Erzsébet; Pálovics, Róbert; Kelen, Domokos; Kocsis, Levente; Benczúr, András
Date: 2017.
Published by: 1st Workshop on Temporal Reasoning in Recommender Systems, RecTemp 2017 (Page: 28-34)
Alpenglow: Open source recommender framework with time-Aware learning and evaluation
Authors: Frigó, Erzsébet; Pálovics, Róbert; Kelen, Domokos; Kocsis, Levente; Benczúr, András
Date: 2017.
Published by: 2017 Poster Track of the 11th ACM Conference on Recommender Systems, Poster-Recsys 2017 (Page: 1-2)

2016.

Robust Decentralized Low-Rank Matrix Decomposition
Authors: Hegedűs, István; Berta, Árpád; Kocsis, Levente; Benczúr, András; Jelasity, Márk
Date: 2016.
Published by: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (Volume no.: 7, Issue no.: 4, Page: 62)
RecSys challenge 2016: Job recommendations
Authors: Abel, F; Benczúr, András; Kohlsdorf, D; Larson, M; Pálovics, Róbert
Date: 2016.
Published by: (Page: 425-426)
Identifying Illegal Cartel Activities from Open Sources
Authors: Vadász, Pál; Benczúr, András; Füzesi, Géza; Munk, Sándor
Editor: Akhgar, A; Bayerl, P S; Sampson, F
Date: 2016.
Published by: (Page: 251-273)

2015.

Temporal influence over the Last.fm social network
Authors: Pálovics, Róbert; Benczúr, András
Date: 2015.
Published by: SOCIAL NETWORK ANALYSIS AND MINING (Volume no.: 5, Issue no.: 1, Page: 1-12)
Text Classification Kernels for Quality Prediction over the C3 Data Set
Authors: Daróczy, Bálint Zoltán; Siklósi, Dávid; Pálovics, Róbert; Benczúr, András
Date: 2015.
Published by: (Page: 1441-1446)
Statistical analysis of Nomao customer votes for spots of France
Authors: Pálovics, Róbert; Daróczy, Bálint Zoltán; Benczúr, András; Pap, Júlia; Ermann, L; Phan, S; Chepelianskii, A D; Shepelyansky, D L
Date: 2015.
Published by: EUROPEAN PHYSICAL JOURNAL B (Volume no.: 88, Issue no.: 8, Page: 194)
Solving RecSys Challenge 2015 by Linear Models, Gradient Boosted Trees and Metric Optimization
Machine learning based session drop prediction in LTE networks and its SON aspects
Authors: Daróczy, Bálint Zoltán; Vaderna, P; Benczúr, András
Date: 2015.
Published by: (Issue no.: 2015, Page: 1-5)
Randomized Approximation Schemes for Cuts and Flows in Capacitated Graphs
Authors: Benczúr, András; Karger, DR
Date: 2015.
Published by: SIAM JOURNAL ON COMPUTING (Volume no.: 44, Issue no.: 2, Page: 290-319)
Crowdsensing Based Public Transport Information Service in Smart Cities
Authors: Farkas, Károly; Fehér, G.; Benczúr, András; Sidló, Csaba István
Date: 2015.
Published by: IEEE COMMUNICATIONS MAGAZINE (Volume no.: 53, Issue no.: 8, Page: 158-165)

2014.

RecSys Challenge 2014: an ensemble of binary classifiers and matrix factorization
Authors: Pálovics, Róbert; Ayala-Gómez, Frederic; Csikota, Balázs; Daróczy, Bálint Zoltán; Kocsis, Levente; Benczúr, András
Date: 2014.
Published by: (Page: 13-18)
Theoretical foundations of entity resolution models
Authors: Sidló, Csaba István; Molnár, András József; Lukács, Gábor; Benczúr, András
Date: 2014.
Published by: ANNALES UNIVERSITATIS SCIENTIARUM BUDAPESTINENSIS DE ROLANDO EOTVOS NOMINATAE SECTIO COMPUTATORICA (Volume no.: 43, Page: 39-56)
Fully Distributed Robust Singular Value Decomposition
Authors: Hegedűs, István; Jelasity, Márk; Kocsis, Levente; Benczúr, András
Date: 2014.
Published by: (Page: 5)
Exploiting temporal influence in online recommendation
Authors: Pálovics, Róbert; Benczúr, András; Kocsis, Levente; Kiss, Tamás; Frigó, Erzsébet
Date: 2014.
Published by: (Page: 273-280)
Crowdsensing Based Public Transport Information Service in Smart Cities
Authors: Farkas, Károly; Fehér, Gábor; Benczúr, András; Sidló, Csaba István
Date: 2014.
Published by: INFOCOMMUNICATIONS JOURNAL (Volume no.: 6, Issue no.: 4, Page: 13-20)
The Classification Power of Web Features
Authors: Erdélyi, Miklós; Benczúr, András; Daróczy, Bálint Zoltán; Garzó, András; Kiss, Tamás; Siklósi, Dávid
Date: 2014.
Published by: INTERNET MATHEMATICS (Volume no.: 10, Issue no.: 3-4, Page: 421-457)

2013.

Temporal influence over the Last.fm social network
Authors: Pálovics, Róbert; Benczúr, András
Editor: S, n
Date: 2013.
Published by: ASONAM 2013 (Page: 486-493)
Time evolution of Wikipedia network ranking
Authors: Eom, Y H; Frahm, K M; Benczúr, András; Shepelyansky, D L
Date: 2013.
Published by: EUROPEAN PHYSICAL JOURNAL B (Volume no.: 86, Issue no.: 12, Page: 1-9)
Using the BonFIRE Testbed for Testing Scalability of the KOPI Service
Authors: Micsik, András; Pallinger, Péter; Kovács, László; Benczúr, András
Date: 2013.
Published by: ERCIM NEWS (Issue no.: 95, Page: 44-45)
Temporal Wikipedia search by edits and linkage
Authors: Göbölös-Szabó, Júlia; Benczúr, András
Date: 2013.
Published by: SIGIR 2013 Workshop on Time-aware Information Acces (Page: 14-17)
Real-time streaming mobility analytics
Authors: Garzó, András; Benczúr, András; Sidló, Csaba István; Tahara, D; Wyatt, E
Editor: Xiaohua, Hu
Date: 2013.
Published by: IEEE International Conference on Big Data (Page: 697-702)
Cross-lingual web spam classification
Authors: Garzó, András; Daróczy, Bálint Zoltán; Kiss, Tamás; Siklósi, Dávid; Benczúr, András
Editor: S, n
Date: 2013.
Published by: WWW 2013 Companion (Page: 1149-1156)
Fisher kernels for image descriptors: a theoretical overview and experimental results
Authors: Daróczy, Bálint Zoltán; Benczúr, András; Rónyai, Lajos
Date: 2013.
Published by: ANNALES UNIVERSITATIS SCIENTIARUM BUDAPESTINENSIS DE ROLANDO EOTVOS NOMINATAE SECTIO COMPUTATORICA (Volume no.: 40, Page: 201-214)
”Big Data” Initiative as an IT Solution for Improved Operation and Maintenance of Wind Turbines
Authors: Viharos, Zsolt János; Sidló, Csaba István; Benczúr, András; Csempesz, János; Kis, Krisztián Balázs; Petrás, István; Garzó, András
Date: 2013.
Published by: European Wind Energy Association (EWEA) Conference (Page: 184-188)

2012.

SZTAKI @ ImageCLEF 2012 Photo Annotation
Authors: Daróczy, Bálint Zoltán; Siklósi, Dávid; Benczúr, András
Editor: Pamela, Forner; Jussi, Karlgren; Christa, Womser
Date: 2012.
Published by: Working Notes of the ImageCLEF 2011 Workshop at CLEF 2012 Conference (Page: 1-6)
Flexible and Efficient Distributed Resolution of Large Entities
Authors: Molnár, András; Sidló, Csaba István; Benczúr, András
Editor: Lukasiewicz, T; Sali, A
Date: 2012.
Published by: Lecture notes in computer science (Issue no.: 7153, Page: 244-263)
Content-based trust and bias classification via biclustering
Authors: Siklósi, Dávid; Daróczy, Bálint Zoltán; Benczúr, András
Date: 2012.
Published by: Proceeding WebQuality '12 Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality (Page: 41-47)
Big Web Analytics: Toward a Virtual Web Observatory
Authors: Spaniol, Marc, ; Benczúr, András; Viharos, Zsolt János; Weikum, Gerhard,
Date: 2012.
Published by: ERCIM NEWS (Issue no.: 89, Page: 23-24)

2011.

Temporal analysis for web spam detection: an overview
Authors: Erdélyi, Miklós; Benczúr, András
Date: 2011.
Published by: TWAW 2011. Proceedings of the 1st international temporal web analytics workshop (Page: 17-24)
Web spam classification: a few features worth more
Authors: Erdélyi, Miklós; Garzó, András; Benczúr, András
Date: 2011.
Published by: WebQuality 2011. Joint WICOW/AIRWeb workshop on web quality (Page: 27-34)
SZTAKI @ ImageCLEF 2011
Authors: Daróczy, Bálint Zoltán; Pethes, Róbert; Benczúr, András
Date: 2011.
Published by: CLEF 2011. Conference on multilingual and multimodal information access evaluation (Page: 1-6)
Longitudinal analytics on web archive data: it's about time!
Authors: Weikum, G; Ntarmos, N; Spaniol, M; Triantafillou, P; Benczúr, András; Kirkpatrick, S; Rigaux, P; Williamson, M
Date: 2011.
Published by: CIDR 2011. 5th biennial conference on innovative data systems research (Page: 199-202)
Infrastructures and bound for distributed entity resolution
Authors: Sidló, Csaba István; Garzó, András; Molnár, András; Benczúr, András
Date: 2011.
Published by: QDB 2011. 9th international workshop on quality in databases (Page: 1-10)
Longitudinal Analytics on Web Archive Data: It's About Time!
Authors: Weikum, Gerhard; Ntarmos, Nikos; Spaniol, Marc; Triantafillou, Peter; Benczúr, András; Scott, Kirkpatrick; Rigaux, Philippe; Williamson, Mark
Date: 2011.
Published by: 5th Biennial Conference on Innovative Data Systems Research
Affordable supercomputing for data mining applications
Authors: Benczúr, András
Date: 2011.
Published by: PROCEDIA COMPUTER SCIENCE (Volume no.: 7, Page: 136-138)

2010.

SZTAKI @ TRECVID 2010
Authors: Daróczy, Bálint Zoltán; Falavigna, Daniele; Gretter, Roberto; Nemeskey, Dávid Márk; Petrás, István; Pethes, Róbert; Benczúr, András
Date: 2010.
Published by: TRECVID 2010 Working Notes.
An efficient block model for clustering sparse graphs
Authors: Gyenge, Ádám Balázs; Sinkkonen, Janne; Benczúr, András
Date: 2010.
Published by: MLG 2010. Proceedings of the 8th workshop on mining and learning with graphs, in conjunction with SIGKDD 2010. Washington, 2010. (Page: 62-69)
SZTAKI @ TREC 2010
Authors: Garzó, András; Nemeskey, Dávid Márk; Pethes, Róbert; Siklósi, Dávid; Benczúr, András
Date: 2010.
Published by: TREC 2010 Working Notes
SZTAKI @ ImageCLEF 2010
Authors: Daróczy, Bálint Zoltán; Petrás, István; Benczúr, András; Nemeskey, Dávid Márk; Pethes, Róbert
Date: 2010.
Published by: CLEF 2010. Conference on multilingual and multimodal information access evaluation. Notebook Papers of CLEF 2010 LABs and workshops. Padua, 2010. (Page: 1-4)
Interest point and segmentation-based photo annotation
Authors: Daróczy, Bálint Zoltán; Petrás, István; Benczúr, András; Fekete, Zsolt; Nemeskey, Dávid Márk; Siklósi, Dávid; Weiner, Zsuzsa
Date: 2010.
Published by: CLEF 2009 workshop. Multilingual information access evaluation II. Multimedia experiments. Corfu, 2009. (Lecture notes in computer science 6242.) (Page: 340-347)
Geographically organized small communities and the hardness of clustering social networks
Authors: Kurucz, Miklós; Benczúr, András
Date: 2010.
Published by: Data mining for social network data, (Annals of information systems 12.) (Page: 177-199)

2009.

Telephone call network data mining: a survey with experiments
Authors: Kurucz, Miklós; Lukács, László; Siklósi, Dávid; Benczúr, András; Csalogány, Károly; Lukács, András
Editor: Bollobás, B.; Kozma, R.; Miklós, D.
Date: 2009.
Published by: Handbook of large-scale random networks. (Bolyai Society mathematical studies 18.) (Page: 1-34)
Web spam challenge proposal for filtering in archives
Authors: Benczúr, András; Erdélyi, Miklós Bálint; Masanes, Julien; Siklósi, Dávid
Date: 2009.
Published by: Airweb 2009. Proceedings of the 5th international workshop on adversarial information retrieval on the web. Madrid, 2009. (Page: 61-62)
Web spam filtering in internet archives
Authors: Erdélyi, Miklós Bálint; Benczúr, András; Masanes, Julien; Siklósi, Dávid
Date: 2009.
Published by: Airweb 2009. Proceedings of the 5th international workshop on adversarial information retrieval on the web. Madrid, 2009. (Page: 17-20)
SZTAKI@ImageCLEF 2008: visual feature analysis in segmented images
Authors: Daróczy, Bálint Zoltán; Fekete, Zsolt; Brendel, Mátyás; Rácz, Simon; Benczúr, András; Siklósi, Dávid; Pereszlényi, Attila
Date: 2009.
Published by: CLEF 2008. Evaluating systems for multilingual and multimodal information access. 9th workshop on the cross-language evaluation forum. Aarhus, 2008. (Lecture notes in computer science 5706.) (Page: 644-651)
SZTAKI @ TRECVID 2009
Linked latent dirichlet allocation in web spam filtering
Authors: Biró, István; Siklósi, Dávid; Szabó, Jácint; Benczúr, András
Date: 2009.
Published by: Airweb 2009. Proceedings of the 5th international workshop on adversarial information retrieval on the web. Madrid, 2009. (Page: 37-40)
SZTAKI @ ImageCLEF 2009
Authors: Daróczy, Bálint Zoltán; Petrás, István; Benczúr, András; Fekete, Zsolt; Nemeskey, Dávid Márk; Siklósi, Dávid; Weiner, Zsuzsa
Date: 2009.
Published by: 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009
Kapcsolatok és távolságok: a hazai vezetékes hívás-szokások elemzése
Authors: Kurucz, Miklós; Siklósi, Dávid; Csalogány, Károly; Lukács, László; Benczúr, András; Lukács, András
Date: 2009.
Published by: Magyar Tudomány (Volume no.: 170, Issue no.: 6, Page: 697-706)

2008.

Primal-dual approach for directed vertex connectivity augmentation and generalizations
Authors: Végh, László; Benczúr, András
Date: 2008.
Published by: ACM Transactions on Algorithms (Volume no.: 4, Issue no.: 2, Page: 20:1-20:21.)
Web Spam Hunting @ Budapest
Authors: Siklósi, Dávid; Benczúr, András; Fekete, Zsolt; Kurucz, Miklós; Bíró, István; Pereszlényi, Attila; Rácz, Simon; Szabó, Adrienn; Szabó, Jácint
Date: 2008.
Published by: Proc. Airweb 2008 in conjunction with WWW 2008 (Length: 1 page)
Web spam: a survey with vision for the archivist
A comparative analysis of latent variable models for web page classification
Authors: Bíró, István; Benczúr, András; Szabó, Jácint; Maguitman, Ana
Date: 2008.
Published by: LA-Web 2008. IEEE Latin American web conference 2008. Espírito Santo, 2008. (Page: 23-28)
Overview of the imageCLEF 2007 object retrieval task
Authors: Deselaers, Thomas; Hanbury, Allan; Viitaniemi, Ville; Benczúr, András; Brendel, Mátyás; Daróczy, Bálint Zoltán; Balderas, Hugo Jair Escalante; Gevers, Theo; Gracidas, Carlos Arturo Hernández; Hoi, Steven C. H.; Laaksonen, Jorma; Li, Mingjing; Castro, Heidy Marisol Marin; Ney, Hermann; Rui, Xiaoguang; Sebe, Nicu; Stöttinger, Julian; Wu, Lei
Date: 2008.
Published by: CLEF 2007. Advances in multilingual and multimodal information retrieval. 8th workshop of the cross-language evaluation forum. Budapest, 2007. (Lecure notes in computer science 5152.) (Page: 445-471)
Multimodal retrieval by text--segment biclustering
Authors: Benczúr, András; Bíró, István; Brendel, Mátyás; Csalogány, Károly; Daróczy, Bálint Zoltán; Siklósi, Dávid
Date: 2008.
Published by: CLEF 2007. Advances in multilingual and multimodal information retrieval. 8th workshop of the cross-language evaluation forum. Budapest, 2007. (Lecure notes in computer science 5152.)
Deformable polygon representation and near-mincuts
Authors: Benczúr, András; Goemans, Michel X.
Editor: Grötschel, M.; Katona, G. O. H.
Date: 2008.
Published by: Bilding bridges. Between mathematics and computer science. In honour of Laci Lovász. Budapest, 2008. (Bolyai Society mathematical studies 19.) (Page: 1-33)
Increasing cluster recall of cross-modal image retrieval
Large-scale principal component analysis on LiveJournal friends network
Authors: Kurucz, Miklós; Benczúr, András; Pereszlényi, Attila
Date: 2008.
Published by: KDD 2008. Proceedings of the 2nd KDD workshop on social network mining and analysis, held in conjunction with SIGKDD'08. Las Vegas, 2008. (Page: 1-9)
Latent dirichlet allocation in web spam filtering
Authors: Bíró, István; Benczúr, András; Szabó, Jácint
Editor: Castillo, C.; Chellapilla, K.; Fettery, D.
Date: 2008.
Published by: Airweb 2008. Proceedings of the 4th international workshop on adversarial information retrieval on the web. Beijing, 2008. (Page: 29-32)
Cross-language retrieval with wikipedia
Authors: Schönhofen, Péter; Benczúr, András; Bíró, István; Csalogány, Károly
Date: 2008.
Published by: CLEF 2007. Advances in multilingual and multimodal information retrieval. 8th workshop of the cross-language evaluation forum. Budapest, 2007. (Lecure notes in computer science 5152.) (Page: 72-79)

2007.

Semi-supervised learning: a comparative study for web spam and telephone user churn
Authors: Benczúr, András; Csalogány, Károly; Lukács, László; Siklósi, Dávid
Date: 2007.
Published by: ECML/PKDD 2007. 18th European conference on machine learning / 11th European conference on principles and practice of knowledge discovery in databases. Warsaw, 2007. (Page: 8 (CD))
Spectral clustering in telephone call graphs
Authors: Kurucz, Miklós; Benczúr, András; Csalogány, Károly; Lukács, László
Date: 2007.
Published by: WebKDD/SNAKDD 2007. Joint 9th WEBKDD and 1st SNA-KDD workshop '07. San José, 2007. (Length: 10 page)
Web spam detection via commercial intent analysis
Authors: Benczúr, András; Bíró, István; Csalogány, Károly; Sarlós, Tamás
Date: 2007.
Published by: Airweb 2007. Banff, 2007. (Length: 4 page)
Who rated what: a combination of SVD, correlation and frequent sequence mining
Authors: Kurucz, Miklós; Benczúr, András; Kiss, Tamas; Nagy, István II; Szabó, Adrienn; Torma, Balázs
Date: 2007.
Published by: KDDCup 2007. San José, 2007. (Length: 6 page)
Performing cross-language retrieval with wikipedia
Authors: Schönhofen, Péter; Bíró, István; Benczúr, András; Csalogány, Károly
Editor: Nardi, A.; Peters, C.; Quochi, V.
Date: 2007.
Published by: CLEF 2007 workshop. Corss language system evaluation campaign. Budapest, 2007. (Page: 16 (CD))
Overview of the imageCLEF 2007 object retrieval task
Authors: Deselaers, Thomas; Hanbury, Allan; Viitaniemi, Ville; Benczúr, András; Brendel, Mátyás; Daróczy, Bálint Zoltán; Balderas, Hugo Jair Escalante; Gevers, Theo; Gracidas, Carlos Arturo Hernández; Hoi, Steven C. H.; Laaksonen, Jorma; Li, Mingjing; Castro, Heidy Marisol Marin; Ney, Hermann; Rui, Xiaoguang; Sebe, Nicu; Stöttinger, Julian; Wu, Lei
Editor: Nardi, A.; Peters, C.; Quochi, V.
Date: 2007.
Published by: CLEF 2007 workshop. Corss language system evaluation campaign. Budapest, 2007. (Page: 23 (CD))
KDD Cup 2007 task 1 winner report
Authors: Benczúr, András; Kurucz, Miklós; Kiss, Tamás; Nagy István, István II; Szabó, Adrienn; Torma, Balázs
Date: 2007.
Published by: KDD Cup 2007 (Length: 6 page)
KDD cup 2007 task 1 winner report
Authors: Kurucz, Miklós; Benczúr, András; Kiss, Tamás; Nagy István, István II; Szabó, Adrienn; Torma, Balázs
Date: 2007.
Published by: SIGKDD Explorations (Volume no.: 9, Issue no.: 2, Page: 53-56)
Methods for large scale SVD with missing values
Authors: Kurucz, Miklós; Benczúr, András; Csalogány, Károly
Date: 2007.
Published by: KDDCup 2007. San José, 2007. (Length: 8 page)
Cross-modal retrieval by text and image feature biclustering
Authors: Benczúr, András; Bíró, István; Brendel, Mátyás; Csalogány, Károly; Daróczy, Bálint Zoltán; Siklósi, Dávid
Editor: Nardi, A.; Peters, C.; Quochi, V.
Date: 2007. 09.
Published by: CLEF 2007 workshop. Corss language system evaluation campaign. Budapest, 2007. (Page: 8 (CD))

2006.

To randomize or not to randomize: space optimal summaries for hyperlink analysis
Authors: Sarlós, Tamás; Benczúr, András; Csalogány, Károly; Fogaras, Dániel; Rácz, Balázs
Date: 2006.
Published by: WWW 2006. 15th international World Wide Web conference. Edinburgh, 2006. (Page: 297-306)
Two-phase data warehouse optimized for data mining
PageRank és azon túl: Hiperhivatkozások szerepe a keresésben
Authors: Benczúr, András; Bíró, István; Csalogány, Károly; Rácz, Balázs; Sarlós, Tamás
Date: 2006.
Published by: Magyar Tudomány (Volume no.: 166, Issue no.: 11, Page: 1325-1331)
Link-based similarity search to fight web spam
Authors: Benczúr, András; Csalogány, Károly; Sarlós, Tamás
Editor: Davison, BD; Najork, M; Converse, T
Date: 2006.
Published by: Airweb 2006. Proceedings of the 2nd international workshop on adversarial information retrieval on the web. Seattle, 2006. (Page: 9-16)
Exploiting extremely rare features in text categorization
Authors: Schönhofen, Péter; Benczúr, András
Date: 2006.
Published by: Lecture Notes in Artificial Intelligence (Volume no.: 4212, Page: 759-766)
Detecting nepotistic links by language model disagreement
Authors: Benczúr, András; Bíró, István; Csalogány, Károly; Uher, Máté
Date: 2006.
Published by: WWW 2006. 15th international World Wide Web conference. Edinburgh, 2006. (Page: 939-940)

2005.

SpamRank - fully automatic link spam detection. Work in progress
Authors: Benczúr, András; Csalogány, Károly; Sarlós, K.; Uher, M.
Date: 2005.
Published by: AIRWeb'05. First international workshop on adversarial information retrieval on the web. Chiba, 2005. (Page: 1-14)
Primal-dual approach for directed vertex connectivity augmentation and generalizations
Authors: Végh, LA; Benczúr, András
Date: 2005.
Published by: SODA 2005. Proceedings of the sixteenth annual ACM-SIAM symposium on discrete algorithms. Vancouver, 2005. (Page: 186-194)
On the feasibility of low-rank approximation for personalized pagerank
Authors: Benczúr, András; Csalogány, Károly; Sarlós, Tamás
Date: 2005.
Published by: WWW2005. 14th international World Wide Web conference. Chiba, 2005. (Page: 972-973)
Feature selection based on word-sentence relation
Authors: Schönhofen, Péter; Benczúr, András
Date: 2005.
Published by: ICMLA'05. 4th international conference on machine learning and applications. Proceedings. Los Angeles, 2005. (Page: 37-42)

2004.

Magyar nyelvű tartalom a világhálón
Authors: Benczúr, András; Csalogány, Károly; Fogaras, Dániel; Friedman, E.; Rácz, Balázs; Sarlós, Tamás; Uher, M.; Windhager, E.
Editor: Szeli, K
Date: 2004.
Published by: Információs társadalom internet információtechnika. (Kutatási jelentés 26) (Page: 48-55)

2003.

Searching a small national domain - preliminary report
Authors: Benczúr, András; Csalogány, Károly; Friedman, E.; Fogaras, Dániel; Sarlós, Tamás; Uher, M.
Date: 2003.
Published by: Proceedings of the twelfth international conference on World Wide Web, WWW2003. Budapest
Pushdown-reduce: an algorithm for connectivity augmentation and poset covering problems
Authors: Benczúr, András
Date: 2003.
Published by: DISCRETE APPLIED MATHEMATICS (Volume no.: 129, Issue no.: 2-3, Page: 233-262)
Formal description of a distributed location service for mobile ad hoc networks
Authors: Benczúr, András; Glasser, U.; Lukovszki, T.
Date: 2003.
Published by: LECTURE NOTES IN COMPUTER SCIENCE (Volume no.: 2589, Page: 204-217)

2002.

Algebra and computation at SZTAKI
Authors: Benczúr, András; Ivanyos, Gábor; Rónyai, Lajos
Date: 2002.
Published by: ERCIM NEWS (Volume no.: 50, Page: 31-32)

2000.

Fast algorithms for even/odd minimum cuts and generalizations
Authors: Benczúr, András; Fülöp, O.
Editor: Paterson, M
Date: 2000.
Published by: Algorithms - ESA 2000. (Lecture notes in computer science 1879) (Page: 88-99)
Augmenting undirected edge connectivity in Ő(n2) time
Authors: Benczúr, András; Karger, DR
Date: 2000.
Published by: JOURNAL OF ALGORITHMS (Volume no.: 37, Issue no.: 1, Page: 2-36)

1999.

Parallel and fast sequential algorithms for undirected edge connectivity augmentation
Authors: Benczúr, András
Date: 1999.
Published by: MATHEMATICAL PROGRAMMING (Volume no.: 84, Issue no.: 3, Page: 595-640)
Dilworth's theorem and its application for path systems of a cycle-implementation and analysis
Authors: Benczúr, András; Förster, J.; Király, Z.
Editor: Nesetril, J
Date: 1999.
Published by: Algorithms - ESA '99. 7th annual European symposium. Prague, 1999. (Lecture notes in computer science, 1643.) (Page: 498-509)
Covering symmetric supermodular functions by graphs
Authors: Benczúr, András; Frank, A.
Date: 1999.
Published by: MATHEMATICAL PROGRAMMING (Volume no.: 84, Issue no.: 3, Page: 483-503)

1998.

Augmenting undirected edge-connectivity in Ő(n2) time
Authors: Benczúr, András; Karger, DR
Date: 1998.
Published by: Proceedings of the ninth annual ACM-SIAM symposium on discrete algorithms. San Francisco, 1998. (Page: 500-509)

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