A survey on uncertainty estimation in deep learning classification systems from a bayesian perspective J Mena, O Pujol, J Vitrià ACM Computing Surveys (CSUR) 54 (9), 1-35, 2021 | 63 | 2021 |
Uncertainty-based rejection wrappers for black-box classifiers J Mena, O Pujol, J Vitrià IEEE Access 8, 101721-101746, 2020 | 27 | 2020 |
Context-aware user modeling strategies for journey plan recommendation V Codina, J Mena, L Oliva User Modeling, Adaptation and Personalization: 23rd International Conference …, 2015 | 26 | 2015 |
A unified knowledge compiler to provide support the scientific community A Fernández-Isabel, JC Prieto, F Ortega, IM de Diego, JM Moguerza, ... Knowledge-Based Systems 161, 157-171, 2018 | 14 | 2018 |
Uncertainty estimation for black-box classification models: A use case for sentiment analysis J Mena, A Brando, O Pujol, J Vitrià Iberian Conference on Pattern Recognition and Image Analysis, 29-40, 2019 | 11 | 2019 |
Orquídeas y Bromelias de la provincia de el Oro D Fernandez, C Garzon, M Yánez, D González, J Mena, F Tobar, E Freire Journal of Chemical Information and Modeling 53 (9), 2018 | 5 | 2018 |
Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability J Mena, O Pujol, J Vitrià arXiv preprint arXiv:1912.12628, 2019 | 4 | 2019 |
Analysis of vocational education and training and the labour market in catalonia. A data-driven approach J Mena, M Torrent-Moreno, D González, L Portell, O Pujol, J Vitrià Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019 | 3 | 2019 |
Recommender systems to support non-aeronautical revenue streams in airports: challenges and opportunities L Napalkova, JM Roldán, MÀP Eroles International Journal of Aviation Management 5 (1), 29-49, 2021 | | 2021 |
Robust Active Learning Strategies for Model Variability J Mena, M Gallé | | |