Publications | Paula Branco, Ph.D.

(2019). The CURE for Class Imbalance. Bellinger, Colin, Branco, Paula, Torgo, Luis.

(2019). Pre-processing approaches for imbalanced distributions in regression. Branco, Paula, Torgo, Luis, Ribeiro, Rita P.

(2018). Rebagg: Resampled bagging for imbalanced regression. Branco, Paula Oliveira, Torgo, Luís, Ribeiro, Rita Paula.

(2018). MetaUtil: Meta learning for utility maximization in regression. Branco, Paula Oliveira, Torgo, Luís, Ribeiro, Rita Paula.

(2018). Resampling with neighbourhood bias on imbalanced domains. Branco, Paula, Torgo, Luis, Ribeiro, Rita P.

(2018). Cost-Sensitive Learning: Preface. Torgo, Luís, Matwin, Stan, Weiss, Gary, Moniz, Nuno, Branco, Paula,.

(2018). 2nd Workshop on Learning with Imbalanced Domains: Preface. Torgo, Luís, Matwin, Stan, Japkowicz, Nathalie, Krawczyk, Bartosz, Moniz, Nuno, Branco, Paula.

(2017). SMOGN: a pre-processing approach for imbalanced regression. Branco, Paula Oliveira, Torgo, Luís, Ribeiro, Rita Paula.

(2017). Relevance-based evaluation metrics for multi-class imbalanced domains. Branco, Paula, Torgo, Luís, Ribeiro, Rita P.

(2017). Learning with Imbalanced Domains: Preface. Torgo, Luís, Krawczyk, Bartosz, Branco, Paula Oliveira, Moniz, Nuno Miguel.

(2017). Learning through utility optimization in regression tasks. Branco, Paula, Torgo, Luís, Ribeiro, Rita P, Frank, Eibe, Pfahringer, Bernhard, Rau, Markus Michael.

(2017). Exploring resampling with neighborhood bias on imbalanced regression problems. Branco, Paula, Torgo, Luís, Ribeiro, Rita P.

(2017). Evaluation of ensemble methods in imbalanced regression tasks. Moniz, Nuno Miguel, Branco, Paula Oliveira, Torgo, Luís.

(2017). Resampling strategies for imbalanced time series forecasting. Moniz, Nuno, Branco, Paula, Torgo, Luís.

(2017). A framework for recommendation of highly popular news lacking social feedback. Moniz, Nuno, Torgo, Luís, Eirinaki, Magdalini, Branco, Paula.

(2016). A survey of predictive modeling on imbalanced domains. Branco, Paula, Torgo, Luís, Ribeiro, Rita P.

(2016). Resampling strategies for imbalanced time series. Moniz, Nuno, Branco, Paula, Torgo, Luís.

(2016). UBL: an R package for utility-based learning. Branco, Paula, Ribeiro, Rita P, Torgo, Luis.

(2015). Crime prediction using regression and resources optimization. Cavadas, Bruno, Branco, Paula, Pereira, Sérgio.

(2015). Resampling strategies for regression. Torgo, Luís, Branco, Paula, Ribeiro, Rita P, Pfahringer, Bernhard.

(2013). SMOTE for Regression. Luis Torgo, Rita P Ribeiro, Bernhard Pfahringer, Paula Branco.