João Vinagre

Forgetting methods for incremental matrix factorization in recommender systems

João Vinagre, Myra Spiliopoulou, Alí­pio Jorge et al. · 2015 · 58 citations · Full text

Computing, Computer Science, Machine Learning +11

Combining usage and content in an online recommendation system for music in the Long Tail

Marcos Aurélio Domingues, Fabien Gouyon, Alí­pio Jorge et al. · International Journal of Multimedia Information Retrieval · 2012 · 54 citations · Full text

Computing, Computer Science, Recommender Systems +9

Hyperparameter self-tuning for data streams

Bruno Veloso, João Gama, Benedita Malheiro et al. · Information Fusion · 2021 · 42 citations · Full text

Computing, Computer Science, Machine Learning +9

An overview on the exploitation of time in collaborative filtering

João Vinagre, Alí­pio Jorge, João Gama · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2015 · 35 citations · Full text

Computing, Computer Science, Information Systems +11

Forgetting mechanisms for scalable collaborative filtering

João Vinagre, Alí­pio Jorge · Journal of the Brazilian Computer Society · 2012 · 34 citations · Full text

Computing, Computer Science, Data Science +6