A survey of predictive modeling on imbalanced domains P Branco, L Torgo, RP Ribeiro ACM computing surveys (CSUR) 49 (2), 1-50, 2016 | 1326 | 2016 |
Smote for regression L Torgo, RP Ribeiro, B Pfahringer, P Branco Portuguese conference on artificial intelligence, 378-389, 2013 | 324 | 2013 |
SMOGN: a pre-processing approach for imbalanced regression P Branco, L Torgo, RP Ribeiro First international workshop on learning with imbalanced domains: Theory and …, 2017 | 310 | 2017 |
Resampling strategies for regression L Torgo, P Branco, RP Ribeiro, B Pfahringer Expert Systems 32 (3), 465-476, 2015 | 165 | 2015 |
UBL: an R package for utility-based learning P Branco, RP Ribeiro, L Torgo arXiv preprint arXiv:1604.08079, 2016 | 103 | 2016 |
Precision and recall for regression L Torgo, R Ribeiro Discovery Science: 12th International Conference, DS 2009, Porto, Portugal …, 2009 | 96 | 2009 |
Utility-based regression L Torgo, R Ribeiro Knowledge Discovery in Databases: PKDD 2007: 11th European Conference on …, 2007 | 90 | 2007 |
Imbalanced regression and extreme value prediction RP Ribeiro, N Moniz Machine Learning 109, 1803-1835, 2020 | 79 | 2020 |
A survey on data-driven predictive maintenance for the railway industry N Davari, B Veloso, GA Costa, PM Pereira, RP Ribeiro, J Gama Sensors 21 (17), 5739, 2021 | 74 | 2021 |
Relevance-based evaluation metrics for multi-class imbalanced domains P Branco, L Torgo, RP Ribeiro Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia …, 2017 | 71 | 2017 |
Utility-based regression RP Ribeiro Ph. D. dissertation, 2011 | 71 | 2011 |
The medical and veterinary role of Ornithodoros erraticus complex ticks (Acari: Ixodida) on the Iberian Peninsula F Boinas, R Ribeiro, S Madeira, M Palma, IL de Carvalho, S Núncio, ... Journal of vector ecology 39 (2), 238-248, 2014 | 55 | 2014 |
Sequential anomalies: a study in the railway industry RP Ribeiro, P Pereira, J Gama Machine Learning 105, 127-153, 2016 | 47 | 2016 |
Rebagg: Resampled bagging for imbalanced regression P Branco, L Torgo, RP Ribeiro Second International Workshop on Learning with Imbalanced Domains: Theory …, 2018 | 44 | 2018 |
A comparative study on predicting algae blooms in Douro River, Portugal R Ribeiro, L Torgo Ecological modelling 212 (1-2), 86-91, 2008 | 32 | 2008 |
Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industry N Davari, B Veloso, RP Ribeiro, PM Pereira, J Gama 2021 IEEE 8th International Conference on Data Science and Advanced …, 2021 | 30 | 2021 |
Big data in marine science L Guidi, AF Guerra, C Canchaya, E Curry, F Foglini, JO Irisson, K Malde, ... European Marine Board, 2020 | 30 | 2020 |
Smoteboost for regression: Improving the prediction of extreme values N Moniz, R Ribeiro, V Cerqueira, N Chawla 2018 IEEE 5th international conference on data science and advanced …, 2018 | 30 | 2018 |
Experimental Infection of Ornithodoros erraticus sensu stricto with Two Portuguese African Swine Fever Virus Strains. Study of Factors Involved in the Dynamics of … R Ribeiro, J Otte, S Madeira, GH Hutchings, F Boinas PLoS One 10 (9), e0137718, 2015 | 25 | 2015 |
Factors that Influence Mycobacterium bovis Infection in Red Deer and Wild Boar in an Epidemiological Risk Area for Tuberculosis of Game Species in Portugal S Madeira, A Manteigas, R Ribeiro, J Otte, AP Fonseca, P Caetano, ... Transboundary and emerging diseases 64 (3), 793-804, 2017 | 24 | 2017 |