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Papers

    2020

    SZTAKI @ ImageCLEFmed 2020 Tuberculosis Task
    Posted:
    In working notes of CLEF 2020, ImageCLEF, Thessaloniki, Greece
    Authors:
    Bence Lestyan, András Benczúr, Bálint Daróczy

    2019

    Tangent Space Separability in Feedforward Neural Networks
    Posted:
    Beyond First Order ML workshop at NIPS 2019, Vancouver, Canada
    Authors:
    Bàlint Daróczy, Rita Aleksziev, András Benczúr
    Session Recommendation via Recurrent Neural Networks over Fisher Embedding Vectors
    Posted:
    MDPI Sensors
    Authors:
    Domokos Kelen, Bálint Daróczy, Frederick Ayala-Gómez, Anna Ország and András Benczúr
    The Applicability of On-Line Contextual Calibration to a Neural Network Based Monocular Collision Avoidance System on a UAV
    Posted:
    The 5th IFAC Conference on Intelligent Control and Automation Science (ICONS 2019) IFAC
    Authors:
    Antal Hiba, Rita Aleksziev, Koppány Pázmán, Peter Bauer, András Benczúr, Akos Zarandy, Bálint Daróczy
    Maize yield prediction based on artificial intelligence using spatio-temporal data
    Posted:
    The 12th European Conference on Precision Agriculture
    Authors:
    A. Nyéki, Cs. Kerepesi, B. Daróczy, A. Benczúr, G. Milics, A.J. Kovács, M. Neményi
    MiStImm: an agent-based simulation tool to study the self-nonself discrimination of the adaptive immune response
    Posted:
    Theoretical Biology and Medical Modelling, 16:9
    Authors:
    Kerepesi C, Bakács T, Szabados T
    Quantum Inspired Adaptive Boosting
    Posted:
    Proceedings of the 11th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications, May 27 — 30, 2019, Tokyo, Japan, 2019
    Authors:
    Bálint Daróczy, Katalin Friedl, László Kabódi, Attila Pereszlényi, Dániel Szabó
    Translocatome: a novel resource for the analysis of protein translocation between cellular organelles
    Posted:
    Nucleic Acids Research, Volume 47, Issue D1 (2019).
    Authors:
    Mendik P, Dobronyi L, Hári F, Kerepesi C, Maia-Moço L, Buszlai D, Csermely P, Veres DV

    2018

    Infrequent Item-to-Item Recommendation via Invariant Random Fields
    Posted:
    MICAI 2018, Advances in Soft Computing, Springer LNAI 11288
    Authors:
    Balint Daroczy, Frederick Ayala-Gomez & Andras Benczur
    Identifying patients with familial hypercholesterolemia using data mining methods in the Northern Great Plain region of Hungary
    Posted:
    Atherosclerosis 277, 262-266
    Authors:
    Gy. Paragh, M. Harangi, Z. Karányi, B. Daróczy, Á. Németh, P. Fülöp
    Global citation recommendation using knowledge graphs
    Posted:
    Journal of Intelligent & Fuzzy Systems, vol. 34 (5), 3089-3100
    Authors:
    Frederick Ayala-Gómez, Bálint Daróczy, András Benczúr, Michael Mathioudakis, Aristides Gionis
    The Dorsal Striatum and the Dynamics of the Consensus Connectomes in the Frontal Lobe of the Human Brain
    Posted:
    Neuroscience Letters, Vol 673, pp. 51-55, (2018).
    Authors:
    Kerepesi C, Varga B, Szalkai B, Grolmusz V
    Comparative connectomics: Mapping the inter-individual variability of connections within the regions of the human brain
    Posted:
    Neuroscience Letters, Vol 662, pp. 17-21, (2018).
    Authors:
    Kerepesi C, Szalkai B, Varga B, Grolmusz V
    Visual Novelty and Success in an Online Network of Designers
    Posted:
    9th International Conference on Complex Systems, ICCS, 2018, Cambridge, MA, USA
    Authors:
    Johannes Wachs, Bálint Daróczy, Anikó Hannák, Christoph Riedl, Katinka Páll
    And Now for Something Completely Different: Visual Novelty in an Online Network of Designers
    Posted:
    In proceedings of 10th International ACM Web Science Conference 2018, Amsterdam, The Netherlands
    Authors:
    Johannes Wachs, Bálint Daróczy, Anikó Hannák, Katinka Páll, Christoph Riedl
    Prediction and characterization of human ageing-related proteins by using machine learning
    Posted:
    Scientific Reports, Vol 8, 4094 (2018).
    Authors:
    Csaba Kerepesi, Bálint Daróczy, Ádám Sturm, Tibor Vellai, András Benczúr

    2017

    The braingraph.org database of high resolution structural connectomes and the brain graph tools
    Posted:
    Cognitive Neurodynamics, Vol 11, Issue 5
    Authors:
    Csaba Kerepesi, Balázs Szalkai, Bálint Varga, Vince Grolmusz
    Autoimmune T-cells induced by low dose immune checkpoint blockade could be a powerful therapeutic tool in cancer through activation of eliminative inflammation and immunity
    Posted:
    Internal Medicine Review, Vol 3, No 4
    Authors:
    Tibor Bakacs, Katalin Kristof, Jitendra Mehrishi, Tamas Szabados, Csaba Kerepesi, Enikoe Regoes, Gabor Tusnady
    The "Giant Virus Finder" Discovers an Abundance of Giant Viruses in the Antarctic Dry Valleys
    Posted:
    Archives of Virology, Vol 162, Issue 6
    Authors:
    Csaba Kerepesi, Vince Grolmusz
    Gender Outcome Disparities in an Online Community of Designers
    Posted:
    3rd International Conference on Computational Social Science, Germany, IC2S2 2017
    Authors:
    Johannes Wachs, Aniko Hannak, Balint Daroczy and Andras Voros
    Real Flight Demonstration of Monocular Image-Based Aircraft Sense and Avoid
    Posted:
    ERCIM News 110
    Authors:
    Péter Bauer, Antal Hiba, Bálint Daróczy, Márk Melczer, Bálint Vanek
    Where Could We Go? Recommendations for Groups in Location-Based Social Networks
    Posted:
    WebSci ’17, Troy, NY, USA
    Authors:
    Frederick Ayala-Gomez, Balint Daroczy, Michael Mathioudakis, Andras Benczur, Aristides Gionis
    Soda pans of the Pannonian steppe harbor unique bacterial communities adapted to multiple extreme conditions
    Posted:
    Extremophiles, Vol 21, Issue 3
    Authors:
    Szabó, A., Korponai, K., Kerepesi, Cs., Somogyi, B., Vörös, L., Bartha, D., Márialigeti, K., Felföldi, T.
    Parameterizable Consensus Connectomes from the Human Connectome Project: The Budapest Reference Connectome Server v3.0
    Posted:
    Cognitive Neurodynamics, 11(1), pp. 113-116
    Authors:
    B. Szalkai, Cs. Kerepesi, B. Varga, V. Grolmusz
    Why Do Men Get More Attention? Exploring Factors Behind Success in an Online Design Community
    Posted:
    To appear in the Proceedings of the 11th International AAAI Conference on Weblogs and Social Media (ICWSM'17), Montreal, May, 2017.
    Authors:
    Johannes Wachs, Anikó Hannák, András Vörös, Bálint Daróczy
    Machine learning methods for multimedia information retrieval
    Posted:
    Doctoral thesis, DOI: 10.15476/ELTE.2016.086
    Authors:
    Bálint Daróczy

    2016

    How to Direct the Edges of the Connectomes: Dynamics of the Consensus Connectomes and the Development of the Connections in the Human Brain
    Posted:
    PLOS ONE, 11(6): e0158680
    Authors:
    Cs. Kerepesi, B. Szalkai, B. Varga, V. Grolmusz
    Location-aware online learning for top-k recommendation
    Posted:
    Pervasive and Mobile Computing
    Authors:
    R Pálovics, P Szalai, J Pap, E Frigó, L Kocsis, AA Benczúr

    2015

    Predicting User-specific Temporal Retweet Count Based on Network and Content Information
    Posted:
    INRA workshop, RecSys 2015
    Authors:
    Bálint Daróczy, Róbert Pálovics, Vilmos Wieszner, Richárd Farkas, András A. Benczúr
    Crowdsending based public transport information service in smart cities
    Posted:
    Communications Magazine, IEEE 53 (8), 158-165
    Authors:
    K Farkas, G Feher, A Benczur, C Sidlo
    Statistical analysis of NOMAO customer votes for spots of France
    Posted:
    Eur. Phys. J. B (2015) 88: 194
    Authors:
    Palovics, R., Daroczy, B., Benczur, A., Pap, J., Ermann, L., Phan, S., A., Chepelianskii, Shepelyansky, D. L
    Solving RecSys Challenge 2015 by Linear Models, Gradient Boosted Trees and Metric Optimization
    Posted:
    RecSys '15 Challenge
    Authors:
    Róbert Pálovics, Péter Szalai, Levente Kocsis, Adrienn Szabó, Erzsébet Frigó, Júlia Pap, Zsófia K. Nyikes, and András A. Benczúr
    Machine Learning Based Session Drop Prediction in LTE Networks and its SON Aspects
    Posted:
    5th International Workshop on Self-Organizing Networks IWSON at IEEE 81st Vehicular Technology Conference: VTC2015-Spring, 11-14 May , 2015, Glasgow
    Authors:
    Bálint Daróczy, András A. Benczúr, Péter Vaderna (Ericsson Research, Hu
    Temporally Evolving Models for Dynamic Networks
    Posted:
    International Conference on Computational Social Science, Helsinki, June 2015
    Authors:
    Frederick Ayala, Robert Pálovics, András A. Benczúr
    Text Classification Kernels for Quality Prediction over the C3 Data Set
    Posted:
    The 5th International Workshop of Web Quality, Proceedings of the 24th International Conference on World Wide Web Companion, Florence, Italy 2015
    Authors:
    Bálint Daróczy, Dávid Siklósi, Róbert Pálovics, András A. Benczúr
    Temporal influence over the Last.fm social network
    Posted:
    Social Network Analysis and Mining (Springer)
    Authors:
    Róbert Pálovics, András A. Benczúr

    2014

    Algorithmic and Modeling techniques for Data Fusion
    Posted:
    Presentation at Airbus
    Authors:
    Andras A. Benczur
    Distributed Frameworks for Alternating Least Squares (Poster presentation)
    Posted:
    Large-Scale Recommender Systems in conjunction with RecSys 2014
    Authors:
    Marton Balassi, Robert Palovics and Andras A. Benczur
    Fully distributed robust singular value decomposition
    Posted:
    Peer-to-Peer Computing (P2P), 14-th IEEE International Conference
    Authors:
    Hegedus, I., Jelasity, M., Kocsis, L., Benczúr, A. A.
    Exploiting temporal influence in online recommendation
    Posted:
    Proceedings of the 8th ACM Conference on Recommender systems
    Authors:
    Pálovics, R., Benczúr, A. A., Kocsis, L., Kiss, T., Frigó, E.
    RecSys Challenge 2014: an ensemble of binary classifiers and matrix factorization
    Posted:
    Proceedings of the 2014 Recommender Systems Challenge
    Authors:
    Pálovics, R., Ayala-Gómez, F., Csikota, B., Daróczy, B., Kocsis, L., Spadacene, D., Benczúr, A. A.
    The classification power of Web features
    Posted:
    Internet Mathematics
    Authors:
    Miklos Erdelyi, Andras A. Benczur. Balint Daroczy, Andras Garzo, Tamas Kiss, David Siklosi

    2013

    Real-time streaming mobility analytics
    Posted:
    IEEE Big Data 2013
    Authors:
    Andras Garzo, Andras A. Benczur, Csaba Istvan Sidlo, Daniel Tahara, Erik Francis Wyatt
    Temporal Wikipedia search by edits and linkage
    Posted:
    SIGIR 2013 Workshop on Time-aware Information Access
    Authors:
    Julianna Göbölös-Szabó, András A. Benczúr
    ”Big Data” Initiative as an IT Solution for Improved Operation and Maintenance of Wind Turbines
    Posted:
    European Wind Energy Association (EWEA) Conference, “Make your vision reality”, 4-7. February, 2013, Vienna, Austria, S9.3, pp. 184-188.
    Authors:
    Viharos, Zs. J.; Sidló, Cs. I.; Benczúr, A. A.; Csempesz, J.; Kis, K. B.; Petrás, I.; Garzó, A.
    Fisher kernels for image descriptors: a theoretical overview and experimental results
    Posted:
    Annales Univ. Sci. Budapest., Sectio Computatorica special issue dedicated to Professors Zoltán Daróczy and Imre Kátai on the occasion of their 75th birthday
    Authors:
    Bálint Daróczy, András A. Benczúr, Lajos Rónyai
    BoostingTree: Parallel Selection of Weak Learners in Boosting, with Application to Ranking
    Posted:
    Machine Learning
    Authors:
    Levente Kocsis, András György, Andrea N. Bán
    Temporal influence over the Last.fm social network
    Posted:
    The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ASONAM 2013 Niagara Falls, Canada, August 25-28, 2013
    Authors:
    Róbert Pálovics, András Benczúr
    Cross-lingual web spam classification
    Posted:
    The 3rd Joint WICOW/AIRWeb Workshop on Web Quality Rio de Janeiro, Brasil. May 13, 2013. Proceedigs of the 22nd international conference on World Wide Web companion
    Authors:
    András Garzó, Bálint Daróczy, Tamás Kiss, Dávid Siklósi, András A. Benczúr
    Real-time streaming mobility analytics
    Posted:
    NetMob 2013 - Third conference on the Analysis of Mobile Phone Datasets. May 1-3, 2013, MIT, Boston, USA
    Authors:
    Andras Garzo, Istvan Petras, Csaba Istvan Sidlo, Andras A. Benczur

    2012

    OWLAP - using OLAP approach in anomaly detection (Award: Good Support for the Data Preparation, Analysis, and Presentation Process)
    Posted:
    IEEE Conference on Visual Analytics Science and Technology 2012 October 14 - 19, Seattle, WA, USA
    Authors:
    L. Dudás, Zs. Fekete, J. Göbölös-Szabó, A. Radnai, A. Salánki, A. Szabó, G. Szűcs
    Big Web Analytics: Toward a Virtual Web Observatory
    Posted:
    ERCIM NEWS Number 89. 2012. April
    Authors:
    Marc Spaniol, András Benczúr, Zsolt Viharos and Gerhard Weikum
    The grand challenge of computer Go: Monte Carlo tree search and extensions.
    Posted:
    Communications of the ACM 55(3): 106-113 (2012)
    Authors:
    Sylvain Gelly, Levente Kocsis, Marc Schoenauer, Michèle Sebag, David Silver, Csaba Szepesvári, Olivier Teytaud
    Cross-Lingual Data Quality for Knowledge Base Acceleration across Wikipedia Editions
    Posted:
    Proceedings of the 10^th International Workshop on Quality in Databases (QDB 2012), Istanbul, Turkey, August 27, 2012.
    Authors:
    J. Göbölös-Szabó, N. Prytkova, M. Spaniol and G. Weikum
    SZTAKI @ ImageCLEF 2012 Photo Annotation
    Posted:
    In Working Notes of the ImageCLEF 2011 Workshop at CLEF 2012 Conference, Rome, Italy
    Authors:
    B. Daróczy, D. Siklósi and A.A. Benczúr
    Content-based trust and bias classification via biclustering
    Posted:
    Proceeding WebQuality '12 Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality Pages 41-47 ACM New York, NY, USA ©2012
    Authors:
    D. Siklósi, B. Daróczy and A.A. Benczúr
    Flexible and Efficient Distributed Resolution of Large Entities
    Posted:
    T. Lukasiewicz and A. Sali (Eds.): FoIKS 2012, LNCS 7153
    Authors:
    Molnár András J., Sidló Csaba I., Benczúr András A.

    2011

    Efficient Multi-Start Strategies for Local Search Algorithms
    Posted:
    Journal of Artificial Intelligence Research, Volume 41, pages 407-444
    Authors:
    A. Gyorgy and L. Kocsis
    Affordable Supercomputing for Data Mining Applications
    Posted:
    Procedia Computer Science, Volume 7, 2011, Pages 136-138 Proceedings of the 2nd European Future Technologies Conference and Exhibition 2011 (FET 11). Elsevier
    Authors:
    A.A. Benczúr
    Temporal analysis for web spam detection: An overview
    Posted:
    Proc. TWAW in conjunction with WWW 2011. CEUR Workshop Proceedings. 8 pages
    Authors:
    M. Erdélyi and A.A. Benczúr
    City Sentinel VAST 2011 Mini Challenge 1 Award: Outstanding Integration of Computational and Visual Methods
    Posted:
    IEEE VAST 2011 Symposium, part of VisWeek 2011. 2 pages.
    Authors:
    N. Bánfi, L. Dudás, Zs. Fekete, J. Göbölös-Szabó, A. Lukács, A. Nagy, A. Szabó, Z. Szabó
    Web spam classification: a few features worth more
    Posted:
    WebQuality '11
    Authors:
    Miklós Erdélyi, András Garzó, András A. Benczúr
    Entity Resolution with Heavy Indexing
    Posted:
    In Proceedings of the 2011 International Conference on Advances in Databases and Information Systems (ADBIS 2011), CEUR Workshop Proceedings
    Authors:
    Csaba István Sidló
    SZTAKI @ ImageCLEF 2011
    Posted:
    In Working Notes of the ImageCLEF 2011 Workshop at CLEF 2011 Conference, Amsterdam, The Netherlands
    Authors:
    Bálint Daróczy, Róbert Pethes, András A. Benczúr
    Longitudinal Analytics on Web Archive Data: It's About Time!
    Posted:
    5th Biennial Conference on Innovative Data Systems Research
    Authors:
    Weikum, Gerhard ; Ntarmos, Nikos ; Spaniol, Marc ; Triantafillou, Peter ; Benczúr, András; Scott , Kirkpatrick; Rigaux, Philippe ; Williamson, Mark
    Infrastructures and Bounds for Distributed Entity Resolution
    Posted:
    In Proceedings of the 9th International Workshop on Quality in Databases In conjunction with VLDB 2011 (QDB 2011).
    Authors:
    Csaba István Sidló, András Garzó, András Molnár and András A. Benczúr.

    2010

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

    2009

    KDD Cup 2009 @ Budapest: feature partitioning and boosting
    Posted:
    JMLR: Workshop and Conference Proceedings
    Authors:
    M. Kurucz, D. Siklósi, I. Bíró, P. Csizsek, Z. Fekete, R. Iwatt, T. Kiss, A. Szabó
    SZTAKI @ ImageCLEF 2009
    Posted:
    10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009
    Authors:
    Daróczy Bálint, Zoltán; Petrás, István; Benczúr, András; Fekete, Zsolt; Nemeskey Dávid, Márk; Siklósi, Dávid; Weiner, Zsuzsa
    SZTAKI @ TRECVID 2009
    Posted:
    TRECVID 2009. TREC video retrieval evaluation. Working Notes.
    Authors:
    Daróczy Bálint, Zoltán; Nemeskey, Dávid Márk; Petrás, István; Benczúr, András; Kiss, Tamás
    Kapcsolatok és távolságok: a hazai vezetékes hívás-szokások elemzése
    Posted:
    Magyar Tudomány (Kötetszám 170, Füzetszám 6, Oldalszám 697-706.)
    Authors:
    Kurucz, Miklós; Siklósi, Dávid; Csalogány, Károly; Lukács , László; Benczúr, András; Lukács, András
    Linked Latent Dirichlet Allocation in Web Spam Filtering
    Posted:
    In Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb)
    Authors:
    István Bíró, Dávid Siklósi, Jácint Szabó and András Benczúr
    Web Spam Challenge Proposal for Filtering in Archives
    Posted:
    In Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb)
    Authors:
    András A. Benczúr, Miklós Erdélyi, Julien Masanes and Dávid Siklósi
    Web Spam Filtering in Internet Archives
    Posted:
    In Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb)
    Authors:
    Miklós Erdélyi, András A. Benczúr, Julien Masanes and Dávid Siklósi

    2008

    Overview of the ImageCLEF 2007 Object Retrieval Task
    Posted:
    Overview of the ImageCLEF 2007 Object Retrieval Task|In: CLEF 2007 proceedings, Lecture Notes in Computer Science Volume Volume 5152, Springer (2008)
    Increasing cluster recall of cross-modal image retrieval
    Posted:
    In Working Notes of the 2008 CLEF Workshop, Aarhus, Denmark, Sept. 2008.
    Authors:
    S. Rácz, B. Daróczy, A. Pereszlényi, D. Siklósi, A. Benczúr, M. Brendel
    Web Spam Hunting @ Budapest
    Posted:
    in Proc. Airweb 2008 in conjunction with WWW 2008
    Authors:
    Dávid Siklósi, András A. Benczúr, Zsolt Fekete, Miklós Kurucz, István Bíró, Attila Pereszlényi, Simon Rácz, Adrienn Szabó, Jácint Szabó
    A Comparative Analysis of Latent Variable Models for Web Page Classification
    Posted:
    In Proc LA-Web 2008.
    Authors:
    Istvan Biro, Andras Benczur, Jacint Szabo and Ana Gabriela Maguitman
    Large-Scale Principal Component Analysis on LiveJournal Friends Network
    Posted:
    In proc Workshop on Social Network Mining and Analysis Held in conjunction with The 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) August 24-27, 2008, Las Vegas, NV
    Authors:
    Miklós Kurucz, András A. Benczúr, Attila Pereszlényi
    SZTAKI @ ImageCLEF 2008 Visual Concept Detection
    Posted:
    in Working Notes of the 2008 CLEF Workshop, Aarhus, Denmark, Sept. 2008.
    Authors:
    B. Daróczy, Zs. Fekete, M. Brendel
    Multimodal Retrieval by Text--Segment Biclustering
    Posted:
    In: CLEF 2007 proceedings, Lecture Notes in Computer Science Volume 5152, Springer (2008)
    Authors:
    András A. Benczúr, István Bíró, Mátyás Brendel, Károly Csalogány, Bálint Daróczy, Dávid Siklósi
    Telephone Call Network Data Mining: A Survey with Experiments (Chapter 12)
    Posted:
    in: Handbook of Large-Scale Random Networks, Bolyai Society Mathematical Studies, Vol. 18. eds: B. Bollobás, R. Kozma, D. Miklós, Springer
    Authors:
    A.A. Benczur, K. Csalogany, M. Kurucz, A. Lukacs, L. Lukacs, D. Siklosi
    Latent Dirichlet Allocation in Web Spam Filtering
    Posted:
    in Proc. Airweb 2008 in conjunction with WWW 2008
    Authors:
    István Bíró, Jácint Szabó, András A. Benczúr
    Annotating documents by Wikipedia concepts
    Posted:
    Web Intelligence 2008
    Authors:
    Péter Schönhofen
    Web Spam: a Survey with Vision for the Archivist
    Posted:
    In Proc. IWAW 2008.
    Authors:
    A. A. Benczúr, D. Siklósi, I. Bíró, Zs. Fekete, M. Kurucz, A. Pereszlényi, S. Rácz, A. Szabó, and J. Szabó.

    2007

    Cross-modal retrieval by text and image feature biclustering
    Posted:
    CLEF 2007 workshop. Corss language system evaluation campaign. Budapest, 2007. (Terjedelem 8 (CD) oldal) Eds Nardi, A.; Peters, C.; Quochi, V.
    Authors:
    Benczúr, András; Bíró, István; Brendel, Mátyás; Csalogány, Károly; Daróczy, Bálint Zoltán; Siklósi, Dávid
    Performing cross-language retrieval with wikipedia
    Posted:
    CLEF 2007 workshop. Corss language system evaluation campaign. Budapest, 2007. (Terjedelem 16 (CD) oldal) Eds Nardi, A.; Peters, C.; Quochi, V.
    Authors:
    Schönhofen, Péter; Bíró, István; Benczúr, András; Csalogány, Károly
    Impact of non-Poissonian activity patterns on spreading processes
    Posted:
    Phys. Rev. Lett. 98. (15), 158702
    Authors:
    A. Vazquez, B. Rácz, A. Lukács, A.-L. Barabási
    Web Spam Detection via Commercial Intent Analysis
    Posted:
    in Proc. Airweb 2007 in conjunction with WWW 2007.
    Authors:
    András A. Benczúr, István Bíró, Károly Csalogány, Tamás Sarlós
    Methods for large scale SVD with missing values
    Posted:
    in Proc. KDD Cup and Workshop 2007 in conjunction with KDD 2007.
    Authors:
    Miklós Kurucz, András A. Benczúr, Károly Csalogány
    Semi-Supervised Learning: A Comparative Study for Web Spam and Telephone User Churn
    Posted:
    in Proc. Graph Labelling Workshop and Web Spam Challenge 2007 in conjunction with ECML/PKDD 2007.
    Authors:
    András A. Benczúr, Károly Csalogány, László Lukács, Dávid Siklósi
    Spectral Clustering in Telephone Call Graphs
    Posted:
    in Proc. WebKDD/SNAKDD Workshop 2007 in conjunction with KDD 2007.
    Authors:
    Miklós Kurucz, András A. Benczúr, Károly Csalogány, László Lukács
    Who Rated What: a combination of SVD, correlation and frequent sequence mining
    Posted:
    in Proc. KDD Cup and Workshop 2007 in conjunction with KDD 2007.
    Authors:
    Miklós Kurucz, András A. Benczúr, Tamás Kiss, István Nagy, Adrienn Szabó and Balázs Torma
    Cross-Language Retrieval with Wikipedia
    Posted:
    In: CLEF 2007 proceedings, Lecture Notes in Computer Science Volume 5152, Springer (2008)
    Authors:
    Péter Schönhofen, András A. Benczúr, István Bíró, Károly Csalogány

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