Domonkos Tikk

According to our database1, Domonkos Tikk authored at least 76 papers between 1998 and 2017.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2017
DLRS 2017: Second Workshop on Deep Learning for Recommender Systems.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2016
Introduction to the Special Issue on Recommender System Benchmarking.
ACM TIST, 2016

Speeding up ALS learning via approximate methods for context-aware recommendations.
Knowl. Inf. Syst., 2016

General factorization framework for context-aware recommendations.
Data Min. Knowl. Discov., 2016

The Contextual Turn: from Context-Aware to Context-Driven Recommender Systems.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016


RecSys'16 Workshop on Deep Learning for Recommender Systems (DLRS).
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Parallel Recurrent Neural Network Architectures for Feature-rich Session-based Recommendations.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015
Session-based Recommendations with Recurrent Neural Networks.
CoRR, 2015

Computer-assisted curation of a human regulatory core network from the biological literature.
Bioinformatics, 2015

Overview of ACM RecSys CrowdRec 2015 Workshop: Crowdsourcing and Human Computation for Recommender Systems.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

2014
Report on the workshop on reproducibility and replication in recommender systems evaluation (RepSys).
SIGIR Forum, 2014

General factorization framework for context-aware recommendations.
CoRR, 2014

User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd.
Proceedings of the Posters, 2014

Recommender systems challenge 2014.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Benchmarking - A Methodology for Ensuring the Relative Quality of Recommendation Systems in Software Engineering.
Proceedings of the Recommendation Systems in Software Engineering, 2014

2013
Initializing Matrix Factorization Methods on Implicit Feedback Databases.
J. UCS, 2013

Context-aware recommendations from implicit data via scalable tensor factorization.
CoRR, 2013

A detailed error analysis of 13 kernel methods for protein-protein interaction extraction.
BMC Bioinformatics, 2013

Visualization of movie features in collaborative filtering.
Proceedings of the IEEE 12th International Conference on Intelligent Software Methodologies, 2013

Workshop on reproducibility and replication in recommender systems evaluation: RepSys.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

EPG Content Recommendation in Large Scale: A Case Study on Interactive TV Platform.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012
Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback
CoRR, 2012

Personalized recommendation of linear content on interactive TV platforms: beating the cold start and noisy implicit user feedback.
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Alternating least squares for personalized ranking.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Recommender Systems Evaluation: A 3D Benchmark.
Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

The challenge of recommender systems challenges.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Recommender systems challenge 2012.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Fast ALS-Based Tensor Factorization for Context-Aware Recommendation from Implicit Feedback.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

2011
Fuzzy Rule Interpolation and Extrapolation Techniques: Criteria and Evaluation Guidelines.
JACIII, 2011

Molecular Event Extraction from Link Grammar Parse Trees in the BioNLP'09 Shared Task.
Computational Intelligence, 2011

Applications of the conjugate gradient method for implicit feedback collaborative filtering.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Not all links are equal: Exploiting Dependency Types for the Extraction of Protein-Protein Interactions from Text.
Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, 2011

2010
A Comprehensive Benchmark of Kernel Methods to Extract Protein-Protein Interactions from Literature.
PLoS Computational Biology, 2010

Improving textual medication extraction using combined conditional random fields and rule-based systems.
JAMIA, 2010

A fast and effective dependency graph kernel for PPI relation extraction.
BMC Bioinformatics, 2010

Species identification for gene name normalization.
BMC Bioinformatics, 2010

Simple tricks for improving pattern-based information extraction from the biomedical literature.
J. Biomedical Semantics, 2010

Fast als-based matrix factorization for explicit and implicit feedback datasets.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Exploring the use of fuzzy signature for text mining.
Proceedings of the FUZZ-IEEE 2010, 2010

A Simple Ensemble Method for Hedge Identification.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, 2010

2009
Full-Text Search Engines for Databases.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Scalable Collaborative Filtering Approaches for Large Recommender Systems.
Journal of Machine Learning Research, 2009

Research Paper: Semantic Classification of Diseases in Discharge Summaries Using a Context-aware Rule-based Classifier.
JAMIA, 2009

Object Categorization Using Biologically Inspired Nodemaps and the HITEC Categorization System.
JACIII, 2009

Recommending new movies: even a few ratings are more valuable than metadata.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Computational Complexity Reduction for Factorization-Based Collaborative Filtering Algorithms.
Proceedings of the E-Commerce and Web Technologies, 10th International Conference, 2009

Molecular event extraction from Link Grammar parse trees.
Proceedings of the BioNLP 2009 Workshop Companion Volume for Shared Task, BioNLP@HLT-NAACL 2009, 2009

Full-Text Search Engines for Databases.
Proceedings of the Database Technologies: Concepts, 2009

2008
Matrix factorization and neighbor based algorithms for the netflix prize problem.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Investigation of Various Matrix Factorization Methods for Large Recommender Systems.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Determining Relevant Deep Web Sites by Query Context Identification.
Proceedings of the BIS 2008 Workshops Proceedings: Social Aspects of the Web (SAW 2008), 2008

2007
Major components of the gravity recommendation system.
SIGKDD Explorations, 2007

KDD Cup and workshop 2007.
SIGKDD Explorations, 2007

On the transformation of sentences with genitive relations to SQL queries.
Data Knowl. Eng., 2007

Topic and language specific internet search engine.
Acta Cybern., 2007

2006
Voting with a parameterized veto strategy: solving the KDD Cup 2006 problem by means of a classifier committee.
SIGKDD Explorations, 2006

Fuzzy Rule Interpolation Matlab Toolbox - FRI Toolbox.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Fuzzy rule interpolation for multidimensional input spaces with applications: a case study.
IEEE Trans. Fuzzy Systems, 2005

The Ferrety algorithm for the KDD Cup 2005 problem.
SIGKDD Explorations, 2005

Entity Recognizer in Hungarian Question Processing.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004
Approximation capability of TP model forms.
Austr. J. Intelligent Information Processing Systems, 2004

A hierarchical test categorization approach and its application to FRT expansion.
Austr. J. Intelligent Information Processing Systems, 2004

Experiments with a hierarchical text categorizer.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

On the approximation properties of TP model forms.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Hierarchical text categorization using fuzzy relational thesaurus.
Kybernetika, 2003

A survey on universal approximation and its limits in soft computing techniques.
Int. J. Approx. Reasoning, 2003

Notes on the approximation rate of fuzzy KH interpolators.
Fuzzy Sets and Systems, 2003

From differential equations to PDC controller design via numerical transformation.
Computers in Industry, 2003

2002
Improvements and critique on Sugeno's and Yasukawa's qualitative modeling.
IEEE Trans. Fuzzy Systems, 2002

Stability of interpolative fuzzy KH controllers.
Fuzzy Sets and Systems, 2002

Intelligent Well Log Data Analysis: A Comparison Study.
Proceedings of the FSDK'02, 2002

2001
Improvement of the Cluster Searching Algorithm in Sugeno and Yasukawa's Qualitative Modeling Approach.
Proceedings of the Computational Intelligence, 2001

Constructing Heirarchical Fuzzy Rule Bases for Classification.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Comprehensive analysis of a new fuzzy rule interpolation method.
IEEE Trans. Fuzzy Systems, 2000

1998
A general extension of fuzzy SVD rule base reduction using arbitrary inference algorithm.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998


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