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 | 117 | 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 | 80 | 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 | 64 | 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 | 55 | 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 | 53 | 2015 |
Forgetting mechanisms for scalable collaborative filtering J Vinagre, AM Jorge Journal of the Brazilian Computer Society 18, 271-282, 2012 | 52 | 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 | 49 | 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 | 38 | 2018 |
Hyperparameter self-tuning for data streams B Veloso, J Gama, B Malheiro, J Vinagre Information Fusion 76, 75-86, 2021 | 33 | 2021 |
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 | 25 | 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 | 24 | 2018 |
Online bagging for recommender systems J Vinagre, AM Jorge, J Gama Expert Systems 35 (4), e12303, 2018 | 20 | 2018 |
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 | 14 | 2012 |
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 | 13 | 2021 |
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 | 13 | 2017 |
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 | 10 | 2020 |
Self hyper-parameter tuning for stream recommendation algorithms B Veloso, J Gama, B Malheiro, J Vinagre Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 9 | 2018 |
Towards federated learning: An overview of methods and applications PR Silva, J Vinagre, J Gama Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, e1486, 2023 | 8 | 2023 |
Forgetting mechanisms for incremental collaborative filtering J Vinagre, AM Jorge III International Workshop on Web and Text Intelligence, 2010 | 8 | 2010 |
ORSUM Chairs' Welcome & Organization A Jorge, J Vinagre, P Matuszyk, M Spiliopoulou Companion Proceedings of the The Web Conference 2018, 1365-1366, 2018 | 7 | 2018 |