András A. Benczúr

According to our database1, András A. Benczúr authored at least 110 papers between 1977 and 2019.

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Bibliography

2019
Reinforcement Learning, Unsupervised Methods, and Concept Drift in Stream Learning.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Recommender Systems Over Data Streams.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Online Machine Learning in Big Data Streams: Overview.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Online Machine Learning Algorithms over Data Streams.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Session Recommendation via Recurrent Neural Networks over Fisher Embedding Vectors.
Sensors, 2019

Optimizing distributed data stream processing by tracing.
Future Generation Comp. Syst., 2019

Node embeddings in dynamic graphs.
Applied Network Science, 2019

2018
Global citation recommendation using knowledge graphs.
Journal of Intelligent and Fuzzy Systems, 2018

Information systems modelling based on graph-theoretic background.
J. Information Telecommunication, 2018

Temporal walk based centrality metric for graph streams.
Applied Network Science, 2018

Efficient K-NN for Playlist Continuation.
Proceedings of the ACM Recommender Systems Challenge, 2018

Infrequent Item-to-Item Recommendation via Invariant Random Fields.
Proceedings of the Advances in Soft Computing, 2018

Top-k Context-Aware Tour Recommendations for Groups.
Proceedings of the Advances in Computational Intelligence, 2018

2017
Location-aware online learning for top-k recommendation.
Pervasive and Mobile Computing, 2017

Raising Graphs From Randomness to Reveal Information Networks.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Where Could We Go?: Recommendations for Groups in Location-Based Social Networks.
Proceedings of the 2017 ACM on Web Science Conference, 2017

Tracing Distributed Data Stream Processing Systems.
Proceedings of the 2nd IEEE International Workshops on Foundations and Applications of Self* Systems, 2017

Tutorial on Open Source Online Learning Recommenders.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Online Ranking Prediction in Non-stationary Environments.
Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems co-located with 11th International Conference on Recommender Systems (RecSys 2017), 2017

Alpenglow: Open Source Recommender Framework with Time-aware Learning and Evaluation.
Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

STREAMLINE - Streamlined Analysis of Data at Rest and Data in Motion.
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

2016
Robust Decentralized Low-Rank Matrix Decomposition.
ACM TIST, 2016

Towards a Normal Form and a Query Language for Extended Relations Defined by Regular Expressions.
J. Database Manag., 2016

Towards Streamlined Big Data Analytics.
ERCIM News, 2016

RecSys Challenge 2016: Job Recommendations.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Application of Legal Ontologies Based Approaches for Procedural Side of Public Administration - A Case Study in Hungary.
Proceedings of the Electronic Government and the Information Systems Perspective, 2016

A Model for Analysis and Design of Information Systems Based on a Document Centric Approach.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Modeling information systems from the viewpoint of active documents.
Vietnam J. Computer Science, 2015

Randomized Approximation Schemes for Cuts and Flows in Capacitated Graphs.
SIAM J. Comput., 2015

Crowdsending based public transport information service in smart cities.
IEEE Communications Magazine, 2015

Text Classification Kernels for Quality Prediction over the C3 Data Set.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Machine Learning Based Session Drop Prediction in LTE Networks and Its SON Aspects.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

LSRS'15: Workshop on Large-Scale Recommender Systems.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Solving RecSys Challenge 2015 by Linear Models, Gradient Boosted Trees and Metric Optimization.
Proceedings of the 2015 International ACM Recommender Systems Challenge, 2015

Location-Aware Online Learning for Top-k Hashtag Recommendation.
Proceedings of the Workshop on Location-Aware Recommendations, 2015

Predicting User-specific Temporal Retweet Count Based on Network and Content Information.
Proceedings of the 3rd International Workshop on News Recommendation and Analytics (INRA 2015) co-located with 9th ACM Conference on Recommender Systems (RecSys 2015), 2015

A Document Centric Approach for Analysis and Design of E-government Systems.
Proceedings of the Electronic Government and the Information Systems Perspective, 2015

2014
The Classification Power of Web Features.
Internet Mathematics, 2014

Exploiting temporal influence in online recommendation.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Fully distributed robust singular value decomposition.
Proceedings of the 14th IEEE International Conference on Peer-to-Peer Computing, 2014

Towards a Normal Form for Extended Relations Defined by Regular Expressions.
Proceedings of the Advances in Databases and Information Systems, 2014

2013
Facet of Modeling Web Information Systems from a Document-Centric View.
IJWP, 2013

Using the BonFIRE Testbed for Testing Scalability of the KOPI Service.
ERCIM News, 2013

Cross-lingual web spam classification.
Proceedings of the 22nd International World Wide Web Conference, 2013

The digital universe - an information theoretical analyses.
Proceedings of the Computer Systems and Technologies, 2013

Real-time streaming mobility analytics.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

Temporal influence over the Last.fm social network.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Big Web Analytics: Toward a Virtual Web Observatory.
ERCIM News, 2012

Investigation of Criteria for Selection of ERP Systems.
Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June, 2012

Functional Dependencies on Extended Relations Defined by Regular Languages.
Proceedings of the Foundations of Information and Knowledge Systems, 2012

Flexible and Efficient Distributed Resolution of Large Entities.
Proceedings of the Foundations of Information and Knowledge Systems, 2012

DMS-SZTAKI @ ImageCLEF 2012 Photo Annotation.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Functional Dependencies on Symbol Strings Generated by Extended Context Free Languages.
Proceedings of the Advances in Databases and Information Systems, 2012

2011
Affordable Supercomputing for Data Mining Applications.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Temporal Analysis for Web Spam Detection: An Overview.
Proceedings of the WWW2011 Workshop on Linked Data on the Web, 2011

SZTAKI @ ImageCLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Longitudinal Analytics on Web Archive Data: It's About Time!
Proceedings of the CIDR 2011, 2011

2010
Geographically Organized Small Communities and the Hardness of Clustering Social Networks.
Proceedings of the Data Mining for Social Network Data, 2010

JUMAS @ TRECVID 2010.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

An efficient block model for clustering sparse graphs.
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

SZTAKI@Imageclef2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Satisfiability and Containment Problem of Structural Recursions with Conditions.
Proceedings of the Advances in Databases and Information Systems, 2010

2009
SZTAKI @ ImageCLEF 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Interest Point and Segmentation-Based Photo Annotation.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Web spam filtering in internet archives.
Proceedings of the AIRWeb 2009, 2009

Linked latent Dirichlet allocation in web spam filtering.
Proceedings of the AIRWeb 2009, 2009

Web spam challenge proposal for filtering in archives.
Proceedings of the AIRWeb 2009, 2009

2008
Who Rated What? A Recommender System Benchmark Winner Report.
ERCIM News, 2008

A Comparative Analysis of Latent Variable Models for Web Page Classification.
Proceedings of the Latin American Web Conference, 2008

Increasing Cluster Recall of Cross-modal Image Retrieval.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

SZTAKI @ ImageCLEF 2008: Visual Feature Analysis in Segmented Images.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Latent dirichlet allocation in web spam filtering.
Proceedings of the AIRWeb 2008, 2008

2007
KDD Cup 2007 task 1 winner report.
SIGKDD Explorations, 2007

Spectral Clustering in Social Networks.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2007

Performing Cross-Language Retrieval with Wikipedia.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Cross-Language Retrieval with Wikipedia.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Overview of the ImageCLEF 2007 Object Retrieval Task.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007


Cross-modal Retrieval by Text and Image Feature Biclustering.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Multimodal Retrieval by Text-Segment Biclustering.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Web Spam Detection via Commercial Intent Analysis.
Proceedings of the AIRWeb 2007, 2007

2006
To randomize or not to randomize: space optimal summaries for hyperlink analysis.
Proceedings of the 15th international conference on World Wide Web, 2006

Detecting nepotistic links by language model disagreement.
Proceedings of the 15th international conference on World Wide Web, 2006

Exploiting Extremely Rare Features in Text Categorization.
Proceedings of the Machine Learning: ECML 2006, 2006

Two-Phase Data Warehouse Optimized for Data Mining.
Proceedings of the Business Intelligence for the Real-Time Enterprises, 2006

Link-Based Similarity Search to Fight Web Spam.
Proceedings of the AIRWeb 2006, 2006

LORD: Lay-Out Relationship and Domain Definition Language.
Proceedings of the ADBIS 2006, 2006

2005
On the feasibility of low-rank approximation for personalized PageRank.
Proceedings of the 14th international conference on World Wide Web, 2005

Primal-dual approach for directed vertex connectivity augmentation and generalizations.
Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2005

Feature selection based on word-sentence relation.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

SpamRank -- Fully Automatic Link Spam Detection.
Proceedings of the AIRWeb 2005, 2005

Autonomous Applications - Towards a Better Data Integration Model.
Proceedings of the ADBIS 2005, 2005

2004
Static Analysis of Structural Recursion in Semistructured Databases and Its Consequences.
Proceedings of the Advances in Databases and Information Systems, 2004

2003
Pushdown-reduce: an algorithm for connectivity augmentation and poset covering problems.
Discrete Applied Mathematics, 2003

Searching a Small National Domain - Preliminary Report.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

The Effect of Non-execution and Part Task Result Integration in Distributed Data-intensive Computing Systems.
Proceedings of the Eighth Symposium on Programming Languages and Software Tools, 2003

Formal Description of a Distributed Location Service for Mobile Ad Hoc Networks.
Proceedings of the Abstract State Machines, 2003

2000
Fast Algorithms for Even/Odd Minimum Cuts and Generalizations.
Proceedings of the Algorithms, 2000

1999
Covering symmetric supermodular functions by graphs.
Math. Program., 1999

Parallel and fast sequential algorithms for undirected edge connectivity augmentation.
Math. Program., 1999

Dilworth's Theorem and Its Application for Path Systems of a Cycle - Implementation and Analysis.
Proceedings of the Algorithms, 1999

1998
Augmenting Undirected Edge Connectivity in Õ(n2) Time.
Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, 1998

1996
Approximating s-t Minimum Cuts in Õ(n2) Time.
Proceedings of the Twenty-Eighth Annual ACM Symposium on the Theory of Computing, 1996

1995
Counterexamples for Directed and Node Capacitated Cut-Trees.
SIAM J. Comput., 1995

A Representation of Cuts within 6/5 Times the Edge Connectivity with Applications.
Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995

1987
Information Measurement in Relational Databases.
Proceedings of the MFDBS 87, 1987

1982
A general treatment of rearrangement problems in a linear storage.
Perform. Eval., 1982

1979
An Example for an Adaptive Control Method Providing Data Based Integrity.
Proceedings of the Performance of Computer Systems, 1979

1977
On the Bayesian approach to optimal performance of page storage hierarchies.
Acta Cybern., 1977

A note on data base integrity.
Acta Cybern., 1977


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