João Vinagre

Cited by

	All	Since 2018
Citations	620	476
h-index	13	13
i10-index	14	13

120

2012201320142015201620172018201920202021202220232 9 20 36 25 47 58 91 87 110 97 33

Public access

View all

18 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Alípio JorgeUniversity of Porto, FCUP, DCC, INESC TEC, LIAADVerified email at fc.up.pt
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt
Myra SpiliopoulouProfessor in Computer Science, Otto-von-Guericke University MagdeburgVerified email at ovgu.de
Marcos DominguesState University of MaringáVerified email at uem.br
Fabien GouyonPandoraVerified email at pandora.com
Mohamed SordoPrincipal Scientist at PandoraVerified email at pandora.com
José Paulo LealAssistant professor of Computer Science, University of PortoVerified email at dcc.fc.up.pt
Marie Al-GhosseinCrossing MindsVerified email at crossingminds.com
Albert BifetTélécom ParisTech & University of WaikatoVerified email at telecom-paristech.fr
Bruno VelosoFaculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt
Benedita MalheiroProfessor at Instituto Superior de Engenharia do Porto & Senior Researcher at INESC TECVerified email at isep.ipp.pt
Carlos SoaresAssociate Professor, Faculdade de Engenharia, Universidade do Porto / Fraunhofer AICOS / LIACCVerified email at fep.up.pt
Miquel Sànchez-MarrèAssociate Professor of Computer Science, Universitat Politècnica de Catalunya · BarcelonaTechVerified email at cs.upc.edu
Anna GatziouraAI ResearcherVerified email at cs.upc.edu
Susan AnyosaPhD Candidate, NTNUVerified email at ntnu.no
Conceição RochaINESC TECVerified email at inesctec.pt
Catarina Félix de OliveiraUniversidade Portucalense Infante D. HenriqueVerified email at upt.pt
Miguel Sozinho RamalhoResearcher, University of Porto - FEUPVerified email at fe.up.pt
Nuno MonizAssociate Research Professor at Lucy Family Institute for Data & Society, University of Notre DameVerified email at nd.edu
Paula Raissa SilvaINESC TEC, University of PortoVerified email at fe.up.pt

João Vinagre

Joint Research Centre, European Commission and University of Porto

Verified email at ec.europa.eu

recommender systems machine learning data streams


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Fast incremental matrix factorization for recommendation with positive-only feedback J Vinagre, AM Jorge, J Gama User Modeling, Adaptation, and Personalization (UMAP 2014), 459-470, 2014	107	2014
Combining usage and content in an online recommendation system for music in the long tail MA Domingues, F Gouyon, AM Jorge, JP Leal, J Vinagre, L Lemos, ... International Journal of Multimedia Information Retrieval 2, 3-13, 2013	74	2013
Evaluation of recommender systems in streaming environments J Vinagre, AM Jorge, J Gama ACM RecSys Workshop on Recommender Systems Evaluation: Dimensions and Design …, 2014	56	2014
Forgetting methods for incremental matrix factorization in recommender systems P Matuszyk, J Vinagre, M Spiliopoulou, AM Jorge, J Gama Proceedings of the 30th annual ACM symposium on applied computing, 947-953, 2015	50	2015
An overview on the exploitation of time in collaborative filtering J Vinagre, AM Jorge, J Gama WIREs Data Mining Knowl Discov 5, 195-215, 2015	48	2015
Forgetting mechanisms for scalable collaborative filtering J Vinagre, AM Jorge Journal of the Brazilian Computer Society 18, 271-282, 2012	48	2012
A Hybrid Recommender System for Improving Automatic Playlist Continuation A Gatzioura, J Vinagre, AM Jorge, M Sànchez-Marrè IEEE Transactions on Knowledge and Data Engineering 33 (5), 1819-1830, 2021	37	2021
Forgetting techniques for stream-based matrix factorization in recommender systems P Matuszyk, J Vinagre, M Spiliopoulou, AM Jorge, J Gama Knowledge and Information Systems 55, 275-304, 2018	37	2018
Collaborative filtering with recency-based negative feedback J Vinagre, AM Jorge, J Gama Proceedings of the 30th annual ACM symposium on applied computing, 963-965, 2015	22	2015
Incremental matrix co-factorization for recommender systems with implicit feedback SC Anyosa, J Vinagre, AM Jorge Companion Proceedings of the The Web Conference 2018, 1413-1418, 2018	20	2018
Hyperparameter self-tuning for data streams B Veloso, J Gama, B Malheiro, J Vinagre Information Fusion 76, 75-86, 2021	17	2021
Online bagging for recommender systems J Vinagre, AM Jorge, J Gama Expert Systems 35 (4), e12303, 2018	15	2018
Scalable online top-n recommender systems AM Jorge, J Vinagre, M Domingues, J Gama, C Soares, P Matuszyk, ... E-Commerce and Web Technologies: 17th International Conference, EC-Web 2016 …, 2017	14	2017
Combining usage and content in an online music recommendation system for music in the long-tail MA Domingues, F Gouyon, AM Jorge, JP Leal, J Vinagre, L Lemos, ... Proceedings of the 21st International Conference on World Wide Web, 925-930, 2012	11	2012
Self hyper-parameter tuning for stream recommendation algorithms B Veloso, J Gama, B Malheiro, J Vinagre ECML PKDD 2018 Workshops: DMLE 2018 and IoTStream 2018, Dublin, Ireland …, 2019	9	2019
Statistically robust evaluation of stream-based recommender systems J Vinagre, AM Jorge, C Rocha, J Gama IEEE Transactions on Knowledge and Data Engineering 33 (7), 2971 - 2982, 2021	8	2021
Monitoring recommender systems: A business intelligence approach C Félix, C Soares, A Jorge, J Vinagre Computational Science and Its Applications–ICCSA 2014: 14th International …, 2014	8	2014
Forgetting mechanisms for incremental collaborative filtering J Vinagre, AM Jorge III International Workshop on Web and Text Intelligence, 2010	8	2010
ORSUM - Workshop on Online Recommender Systems and User Modeling J Vinagre, AM Jorge, M Al-Ghossein, A Bifet Fourteenth ACM Conference on Recommender Systems, 619-620, 2020	6	2020
ORSUM Chairs' Welcome & Organization A Jorge, J Vinagre, P Matuszyk, M Spiliopoulou Companion Proceedings of the The Web Conference 2018, 1365-1366, 2018	6	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors