Domonkos Tikk

Publication Activity (10 Years)

Years Active: 1998-2018
Publications (10 Years): 10

Top Topics

Tensor Factorization

Recommender Systems

Item Recommendation

Top Venues

Publications

Balázs Hidasi, Alexandros Karatzoglou, Oren Sar Shalom, Bracha Shapira, Domonkos Tikk, Flavian Vasile, Sander Dieleman
DLRS 2018: third workshop on deep learning for recommender systems. RecSys (2018)
Balázs Hidasi, Alexandros Karatzoglou, Oren Sar Shalom, Sander Dieleman, Bracha Shapira, Domonkos Tikk
DLRS 2017: Second Workshop on Deep Learning for Recommender Systems. RecSys (2017)
Paolo Cremonesi, Alan Said, Domonkos Tikk, Michelle X. Zhou
Introduction to the Special Issue on Recommender System Benchmarking. ACM Trans. Intell. Syst. Technol. 7 (3) (2016)
Alexandros Karatzoglou, Balázs Hidasi, Domonkos Tikk, Oren Sar Shalom, Haggai Roitman, Bracha Shapira, Lior Rokach
RecSys'16 Workshop on Deep Learning for Recommender Systems (DLRS). RecSys (2016)
Roberto Pagano, Paolo Cremonesi, Martha A. Larson, Balázs Hidasi, Domonkos Tikk, Alexandros Karatzoglou, Massimo Quadrana
The Contextual Turn: from Context-Aware to Context-Driven Recommender Systems. RecSys (2016)
Balázs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, Domonkos Tikk
Session-based Recommendations with Recurrent Neural Networks. ICLR (Poster) (2016)
Balázs Hidasi, Domonkos Tikk
General factorization framework for context-aware recommendations. Data Min. Knowl. Discov. 30 (2) (2016)
Balázs Hidasi, Domonkos Tikk
Speeding up ALS learning via approximate methods for context-aware recommendations. Knowl. Inf. Syst. 47 (1) (2016)
Tamas Motajcsek, Jean-Yves Le Moine, Martha A. Larson, Daniel Kohlsdorf, Andreas Lommatzsch, Domonkos Tikk, Omar Alonso, Paolo Cremonesi, Andrew M. Demetriou, Kristaps Dobrajs, Franca Garzotto, Ayse Göker, Frank Hopfgartner, Davide Malagoli, Thuy Ngoc Nguyen, Jasminko Novak, Francesco Ricci, Mario Scriminaci, Marko Tkalcic, Anna Zacchi
Algorithms Aside: Recommendation As The Lens Of Life. RecSys (2016)
Balázs Hidasi, Massimo Quadrana, Alexandros Karatzoglou, Domonkos Tikk
Parallel Recurrent Neural Network Architectures for Feature-rich Session-based Recommendations. RecSys (2016)
Martha A. Larson, Domonkos Tikk, Roberto Turrin
Overview of ACM RecSys CrowdRec 2015 Workshop: Crowdsourcing and Human Computation for Recommender Systems. RecSys (2015)
Philippe Thomas, Pawel Durek, Illés Solt, Bertram Klinger, Franziska Witzel, Pascal Schulthess, Yvonne Mayer, Domonkos Tikk, Nils Blüthgen, Ulf Leser
Computer-assisted curation of a human regulatory core network from the biological literature. Bioinform. 31 (8) (2015)
Alejandro Bellogín, Pablo Castells, Alan Said, Domonkos Tikk
Report on the workshop on reproducibility and replication in recommender systems evaluation (RepSys). SIGIR Forum 48 (1) (2014)
Alan Said, Simon Dooms, Babak Loni, Domonkos Tikk
Recommender systems challenge 2014. RecSys (2014)
Alan Said, Martha A. Larson, Domonkos Tikk, Paolo Cremonesi, Alexandros Karatzoglou, Frank Hopfgartner, Roberto Turrin, Joost Geurts
User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd. UMAP Workshops (2014)
Balázs Hidasi, Domonkos Tikk
General factorization framework for context-aware recommendations. CoRR (2014)
Balázs Hidasi, Domonkos Tikk
Approximate modeling of continuous context in factorization algorithms. CaRR@ECIR (2014)
Balázs Hidasi, Domonkos Tikk
Initializing Matrix Factorization Methods on Implicit Feedback Databases. J. Univers. Comput. Sci. 19 (12) (2013)
Domonkos Tikk, Illés Solt, Philippe Thomas, Ulf Leser
A detailed error analysis of 13 kernel methods for protein-protein interaction extraction. BMC Bioinform. 14 (2013)
Bottyán Németh, Gábor Takács, István Pilászy, Domonkos Tikk
Visualization of movie features in collaborative filtering. SoMeT (2013)
Balázs Hidasi, Domonkos Tikk
Context-aware item-to-item recommendation within the factorization framework. CaRR@WSDM (2013)
Alejandro Bellogín, Pablo Castells, Alan Said, Domonkos Tikk
Workshop on reproducibility and replication in recommender systems evaluation: RepSys. RecSys (2013)
Dávid Zibriczky, Zoltán Petres, Marton Waszlavik, Domonkos Tikk
EPG Content Recommendation in Large Scale: A Case Study on Interactive TV Platform. ICMLA (2) (2013)
Balázs Hidasi, Domonkos Tikk
Context-aware recommendations from implicit data via scalable tensor factorization. CoRR (2013)
Nikos Manouselis, Alan Said, Domonkos Tikk, Jannis Hermanns, Benjamin Kille, Hendrik Drachsler, Katrien Verbert, Kris Jack
Recommender systems challenge 2012. RecSys (2012)
Gábor Takács, Domonkos Tikk
Alternating least squares for personalized ranking. RecSys (2012)
Alan Said, Domonkos Tikk, Klara Stumpf, Yue Shi, Martha A. Larson, Paolo Cremonesi
Recommender Systems Evaluation: A 3D Benchmark. RUE@RecSys (2012)
Balázs Hidasi, Domonkos Tikk
Fast ALS-Based Tensor Factorization for Context-Aware Recommendation from Implicit Feedback. ECML/PKDD (2) (2012)
Balázs Hidasi, Domonkos Tikk
Enhancing matrix factorization through initialization for implicit feedback databases. CaRR (2012)
Balázs Hidasi, Domonkos Tikk
Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback CoRR (2012)
Alan Said, Domonkos Tikk, Andreas Hotho
The challenge of recommender systems challenges. RecSys (2012)
Dávid Zibriczky, Balázs Hidasi, Zoltán Petres, Domonkos Tikk
Personalized recommendation of linear content on interactive TV platforms: beating the cold start and noisy implicit user feedback. UMAP Workshops (2012)
Philippe Thomas, Stefan Pietschmann, Illés Solt, Domonkos Tikk, Ulf Leser
Not all links are equal: Exploiting Dependency Types for the Extraction of Protein-Protein Interactions from Text. BioNLP@ACL (2011)
Domonkos Tikk, Zsolt Csaba Johanyák, Szilveszter Kovács, Kok Wai Wong
Fuzzy Rule Interpolation and Extrapolation Techniques: Criteria and Evaluation Guidelines. J. Adv. Comput. Intell. Intell. Informatics 15 (3) (2011)
Jörg Hakenberg, Illés Solt, Domonkos Tikk, Nguyen Ha Vo, Luis Tari, Quang Long Nguyen, Chitta Baral, Ulf Leser
Molecular Event Extraction from Link Grammar Parse Trees in the BioNLP'09 Shared Task. Comput. Intell. 27 (4) (2011)
Gábor Takács, István Pilászy, Domonkos Tikk
Applications of the conjugate gradient method for implicit feedback collaborative filtering. RecSys (2011)
Domonkos Tikk, Illés Solt
Improving textual medication extraction using combined conditional random fields and rule-based systems. J. Am. Medical Informatics Assoc. 17 (5) (2010)
Quang Long Nguyen, Domonkos Tikk, Ulf Leser
Simple tricks for improving pattern-based information extraction from the biomedical literature. J. Biomed. Semant. 1 (2010)
Domonkos Tikk, Philippe Thomas, Peter Palaga, Jörg Hakenberg, Ulf Leser
A Comprehensive Benchmark of Kernel Methods to Extract Protein-Protein Interactions from Literature. PLoS Comput. Biol. 6 (7) (2010)
Domonkos Tikk, Peter Palaga, Ulf Leser
A fast and effective dependency graph kernel for PPI relation extraction. BMC Bioinform. 11 (S-5) (2010)
Illés Solt, Domonkos Tikk, Ulf Leser
Species identification for gene name normalization. BMC Bioinform. 11 (S-5) (2010)
Kok Wai Wong, Todsanai Chumwatana, Domonkos Tikk
Exploring the use of fuzzy signature for text mining. FUZZ-IEEE (2010)
Ferenc Szidarovszky, Illés Solt, Domonkos Tikk
A Simple Ensemble Method for Hedge Identification. CoNLL Shared Task (2010)
István Pilászy, Dávid Zibriczky, Domonkos Tikk
Fast als-based matrix factorization for explicit and implicit feedback datasets. RecSys (2010)
István Pilászy, Domonkos Tikk
Recommending new movies: even a few ratings are more valuable than metadata. RecSys (2009)
Ádám B. Csapó, Barna Reskó, Domonkos Tikk, Péter Baranyi
Object Categorization Using Biologically Inspired Nodemaps and the HITEC Categorization System. J. Adv. Comput. Intell. Intell. Informatics 13 (5) (2009)
István Pilászy, Domonkos Tikk
Computational Complexity Reduction for Factorization-Based Collaborative Filtering Algorithms. EC-Web (2009)
Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk
Scalable Collaborative Filtering Approaches for Large Recommender Systems. J. Mach. Learn. Res. 10 (2009)
Illés Solt, Domonkos Tikk, Viktor Gál, Zsolt Tivadar Kardkovács
Research Paper: Semantic Classification of Diseases in Discharge Summaries Using a Context-aware Rule-based Classifier. J. Am. Medical Informatics Assoc. 16 (4) (2009)
Jörg Hakenberg, Illés Solt, Domonkos Tikk, Luis Tari, Astrid Rheinländer, Quang Long Nguyen, Graciela Gonzalez, Ulf Leser
Molecular event extraction from Link Grammar parse trees. BioNLP@HLT-NAACL (Shared Task) (2009)
Zsolt Tivadar Kardkovács, Domonkos Tikk
Determining Relevant Deep Web Sites by Query Context Identification. BIS (Workshops) (2008)
Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk
Matrix factorization and neighbor based algorithms for the netflix prize problem. RecSys (2008)
Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk
Investigation of Various Matrix Factorization Methods for Large Recommender Systems. ICDM Workshops (2008)
Domonkos Tikk, György Biró, Ferenc Szidarovszky, Zsolt Tivadar Kardkovács, Gábor Lemák
Topic and language specific internet search engine. Acta Cybern. 18 (2) (2007)
Zsolt Tivadar Kardkovács, Domonkos Tikk
On the transformation of sentences with genitive relations to SQL queries. Data Knowl. Eng. 61 (3) (2007)
Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk
Major components of the gravity recommendation system. SIGKDD Explor. 9 (2) (2007)
James Bennett, Charles Elkan, Bing Liu, Padhraic Smyth, Domonkos Tikk
KDD Cup and workshop 2007. SIGKDD Explor. 9 (2) (2007)
Domonkos Tikk, Zsolt Tivadar Kardkovács, Ferenc Szidarovszky
Voting with a parameterized veto strategy: solving the KDD Cup 2006 problem by means of a classifier committee. SIGKDD Explor. 8 (2) (2006)
Zsolt Csaba Johanyák, Domonkos Tikk, Szilveszter Kovács, Kok Wai Wong
Fuzzy Rule Interpolation Matlab Toolbox - FRI Toolbox. FUZZ-IEEE (2006)
Domonkos Tikk, Ferenc Szidarovszky, Zsolt Tivadar Kardkovács, Gábor Magyar
Entity Recognizer in Hungarian Question Processing. AI*IA (2005)
Kok Wai Wong, Domonkos Tikk, Tamás D. Gedeon, László T. Kóczy
Fuzzy rule interpolation for multidimensional input spaces with applications: a case study. IEEE Trans. Fuzzy Syst. 13 (6) (2005)
Zsolt Tivadar Kardkovács, Domonkos Tikk, Zoltán Bánsághi
The Ferrety algorithm for the KDD Cup 2005 problem. SIGKDD Explor. 7 (2) (2005)
Domonkos Tikk, Péter Baranyi, Ron J. Patton, József K. Tar
Approximation capability of TP model forms. Aust. J. Intell. Inf. Process. Syst. 8 (3) (2004)
Domonkos Tikk, György Biró
A hierarchical test categorization approach and its application to FRT expansion. Aust. J. Intell. Inf. Process. Syst. 8 (3) (2004)
Domonkos Tikk, György Biró, Jae Dong Yang
Experiments with a hierarchical text categorizer. FUZZ-IEEE (2004)
Domonkos Tikk, Péter Baranyi, Ron J. Patton
On the approximation properties of TP model forms. FUZZ-IEEE (2004)
Péter Baranyi, Domonkos Tikk, Yeung Yam, Ron J. Patton
From differential equations to PDC controller design via numerical transformation. Comput. Ind. 51 (3) (2003)
Domonkos Tikk, Jae Dong Yang, Sun Lee Bang
Hierarchical text categorization using fuzzy relational thesaurus. Kybernetika 39 (5) (2003)
Domonkos Tikk
Notes on the approximation rate of fuzzy KH interpolators. Fuzzy Sets Syst. 138 (2) (2003)
Domonkos Tikk, László T. Kóczy, Tamás D. Gedeon
A survey on universal approximation and its limits in soft computing techniques. Int. J. Approx. Reason. 33 (2) (2003)
Péter Baranyi, Domonkos Tikk, Annamária R. Várkonyi-Kóczy, Yeung Yam, Imre J. Rudas
Minimizing TS controller via HOSVD. FUZZ-IEEE (2002)
Domonkos Tikk, Péter Baranyi, Ron J. Patton
Polytopic and TS models are nowhere dense in the approximation model space. SMC (2) (2002)
Domonkos Tikk, István Joó, László T. Kóczy, Péter Várlaki, Bernhard Moser, Tamás D. Gedeon
Stability of interpolative fuzzy KH controllers. Fuzzy Sets Syst. 125 (1) (2002)
Domonkos Tikk, György Biró, Tamás D. Gedeon, László T. Kóczy, Jae Dong Yang
Improvements and critique on Sugeno's and Yasukawa's qualitative modeling. IEEE Trans. Fuzzy Syst. 10 (5) (2002)
Kok Wai Wong, Domonkos Tikk, György Biró, Tamás D. Gedeon
Intelligent Well Log Data Analysis: A Comparison Study. FSKD (2002)
Kok Wai Wong, László T. Kóczy, Tamás D. Gedeon, Alex Chong, Domonkos Tikk
Improvement of the Cluster Searching Algorithm in Sugeno and Yasukawa's Qualitative Modeling Approach. Fuzzy Days (2001)
Tamás D. Gedeon, Kok Wai Wong, Domonkos Tikk
Constructing Heirarchical Fuzzy Rule Bases for Classification. FUZZ-IEEE (2001)
Domonkos Tikk, Péter Baranyi
Comprehensive analysis of a new fuzzy rule interpolation method. IEEE Trans. Fuzzy Syst. 8 (3) (2000)
Domonkos Tikk, Péter Baranyi, László T. Kóczy, Tamás D. Gedeon
On a stable and always applicable interpolation method. FUZZ-IEEE (2000)
Péter Baranyi, Domonkos Tikk, Tamás D. Gedeon, László T. Kóczy
α-cut interpolation technique in the space of regular conclusion. FUZZ-IEEE (2000)
Péter Baranyi, Attila Martinovics, Szilveszter Kovács, Domonkos Tikk, Yeung Yam
A general extension of fuzzy SVD rule base reduction using arbitrary inference algorithm. SMC (1998)