João Vinagre

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 35

Top Topics

Implicit Feedback

Matrix Factorization

Top Venues

Publications

Lorenzo Porcaro, Carlos Castillo, Emilia Gómez, João Vinagre
Fairness and Diversity in Information Access Systems. EWAF (2023)
Lorenzo Porcaro, Carlos Castillo, Emilia Gómez, João Vinagre
Fairness and Diversity in Information Access Systems. CoRR (2023)
Paula Raissa Silva, João Vinagre, João Gama
Towards federated learning: An overview of methods and applications. WIREs Data. Mining. Knowl. Discov. 13 (2) (2023)
João Vinagre, Marie Al-Ghossein, Ladislav Peska, Alípio Mário Jorge, Albert Bifet
ORSUM 2023 - 6th Workshop on Online Recommender Systems and User Modeling. RecSys (2023)
Paula Raissa Silva, João Vinagre, João Gama
A DTW Approach for Complex Data A Case Study with Network Data Streams. SAC (2023)
André Tse, Lino Oliveira, João Vinagre
Measuring Latency-Accuracy Trade-Offs in Convolutional Neural Networks. EPIA (1) (2023)
Duarte Melo, Jessica C. Delmoral, João Vinagre
Mining Causal Links Between TV Sports Content and Real-World Data. EPIA (1) (2023)
Rui Ramos, Lino Oliveira, João Vinagre
Hybrid SkipAwareRec: A Streaming Music Recommendation System. EPIA (1) (2023)
Lorenzo Porcaro, João Vinagre, Pedro Frau, Isabelle Hupont, Emilia Gómez
Behind Recommender Systems: the Geography of the ACM RecSys Community. CoRR (2023)
João Vinagre, Marie Al-Ghossein, Alípio Mário Jorge, Albert Bifet, Ladislav Peska
ORSUM 2022 - 5th Workshop on Online Recommender Systems and User Modeling. RecSys (2022)
Daniela Lopes, Pedro Medeiros, Jin-Dong Dong, Diogo Barradas, Bernardo Portela, João Vinagre, Bernardo Ferreira, Nicolas Christin, Nuno Santos
Poster: User Sessions on Tor Onion Services: Can Colluding ISPs Deanonymize Them at Scale? CCS (2022)
João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet
Proceedings of the 4th Workshop on Online Recommender Systems and User Modeling - ORSUM 2021. CoRR (2022)
João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet, Paolo Cremonesi
Preface to the special issue on dynamic recommender systems and user models. User Model. User Adapt. Interact. 32 (4) (2022)
João Parente, Ana Nunes Alonso, Fábio Coelho, João Vinagre, Paulo Bastos
Flexible Fine-grained Data Access Management for Hyperledger Fabric. BCCA (2022)
Klismam Pereira, João Vinagre, Ana Nunes Alonso, Fábio Coelho, Melânia Carvalho
Privacy-Preserving Machine Learning in Life Insurance Risk Prediction. PKDD/ECML Workshops (2) (2022)
Bruno Veloso, João Gama, Benedita Malheiro, João Vinagre
Hyperparameter self-tuning for data streams. Inf. Fusion 76 (2021)
Pedro Costa, Vítor Cerqueira, João Vinagre
AutoFITS: Automatic Feature Engineering for Irregular Time Series. CoRR (2021)
Joana Trindade, João Vinagre, Kelwin Fernandes, Nuno Paiva, Alípio Jorge
Partially Monotonic Learning for Neural Networks. IDA (2021)
Anna Gatzioura, João Vinagre, Alípio Mário Jorge, Miquel Sànchez-Marrè
A Hybrid Recommender System for Improving Automatic Playlist Continuation. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
João Vinagre, Alípio Mário Jorge, Conceição Rocha, João Gama
Statistically Robust Evaluation of Stream-Based Recommender Systems. IEEE Trans. Knowl. Data Eng. 33 (7) (2021)
João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet
ORSUM 2021 - 4th Workshop on Online Recommender Systems and User Modeling. RecSys (2021)
João Vinagre, Alípio Mário Jorge, Marie Al-Ghossein, Albert Bifet
ORSUM - Workshop on Online Recommender Systems and User Modeling. RecSys (2020)
João Vinagre, Alípio Mário Jorge, Albert Bifet, Marie Al-Ghossein
ORSUM 2019 2nd workshop on online recommender systems and user modeling. RecSys (2019)
Miguel Sozinho Ramalho, João Vinagre, Alípio Mário Jorge, Rafaela Bastos
Incremental Multi-Dimensional Recommender Systems: Co-Factorization vs Tensors. ORSUM@RecSys (2019)
Alípio Jorge, João Vinagre, Pawel Matuszyk, Myra Spiliopoulou
ORSUM Chairs' Welcome & Organization. WWW (Companion Volume) (2018)
Susan C. Anyosa, João Vinagre, Alípio M. Jorge
Incremental Matrix Co-factorization for Recommender Systems with Implicit Feedback. WWW (Companion Volume) (2018)
Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama
Forgetting techniques for stream-based matrix factorization in recommender systems. Knowl. Inf. Syst. 55 (2) (2018)
João Vinagre, Alípio Mário Jorge, João Gama
Online bagging for recommender systems. Expert Syst. J. Knowl. Eng. 35 (4) (2018)
Bruno Veloso, João Gama, Benedita Malheiro, João Vinagre
Self Hyper-parameter Tuning for Stream Recommendation Algorithms. DMLE/IOTSTREAMING@PKDD/ECML (2018)
João Vinagre, Alípio Mário Jorge, João Gama
Online Gradient Boosting for Incremental Recommender Systems. DS (2018)
João Vinagre, Alípio Mário Jorge, João Gama
Improving Incremental Recommenders with Online Bagging. EPIA (2017)
Alípio M. Jorge, João Vinagre, Marcos Aurélio Domingues, João Gama, Carlos Soares, Pawel Matuszyk, Myra Spiliopoulou
Scalable Online Top-N Recommender Systems. EC-Web (2016)
João Vinagre, Alípio Mário Jorge, João Gama
Online bagging for recommendation with incremental matrix factorization. CoRR (2016)
João Vinagre, Alípio Mário Jorge, João Gama
Online Bagging for Recommendation with Incremental Matrix Factorization. STREAMEVOLV@ECML-PKDD (2016)
Nuno Moniz, Luís Torgo, João Vinagre
Data-Driven Relevance Judgments for Ranking Evaluation. CoRR (2016)
João Vinagre, Alípio Mário Jorge, João Gama
Evaluation of recommender systems in streaming environments. CoRR (2015)
João Vinagre, Alípio Mário Jorge, João Gama
An overview on the exploitation of time in collaborative filtering. WIREs Data Mining Knowl. Discov. 5 (5) (2015)
Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama
Forgetting methods for incremental matrix factorization in recommender systems. SAC (2015)
João Vinagre, Alípio Mário Jorge, João Gama
Collaborative filtering with recency-based negative feedback. SAC (2015)
João Vinagre, Alípio Mário Jorge, João Gama
Fast Incremental Matrix Factorization for Recommendation with Positive-Only Feedback. UMAP (2014)
Catarina Félix, Carlos Soares, Alípio Jorge, João Vinagre
Monitoring Recommender Systems: A Business Intelligence Approach. ICCSA (6) (2014)
Marcos Aurélio Domingues, Fabien Gouyon, Alípio Mário Jorge, José Paulo Leal, João Vinagre, Luís Lemos, Mohamed Sordo
Combining usage and content in an online recommendation system for music in the Long Tail. Int. J. Multim. Inf. Retr. 2 (1) (2013)
João Vinagre, Alípio Mário Jorge
Forgetting mechanisms for scalable collaborative filtering. J. Braz. Comput. Soc. 18 (4) (2012)
Marcos Aurélio Domingues, Fabien Gouyon, Alípio Mário Jorge, José Paulo Leal, João Vinagre, Luís Lemos, Mohamed Sordo
Combining usage and content in an online music recommendation system for music in the long-tail. WWW (Companion Volume) (2012)