Paula Branco

The class imbalance problem in deep learning

Kushankur Ghosh, Colin Bellinger, Roberto Corizzo et al. · Machine Learning · 2022 · 213 citations · Full text

Engineering, Machine Learning, Deep Learning +5

A Survey of Predictive Modelling under Imbalanced Distributions

Paula Branco, Rita P. Ribeiro · arXiv (Cornell University) · 2015 · 173 citations · Full text

Fraud Detection, Numeric Target Variables, Engineering +15

Resampling strategies for regression

Paula Branco, Rita P. Ribeiro, Bernhard Pfahringer · Expert Systems · 2014 · 155 citations · Full text

Refinement Technique, Engineering, Machine Learning +15

SMOGN: a Pre-processing Approach for Imbalanced Regression

Paula Branco, Luı́s Torgo, Rita P. Ribeiro · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · 2017 · 150 citations · Full text

Engineering, Data Science, Class Imbalance +8

Pre-processing approaches for imbalanced distributions in regression

Paula Branco, Rita P. Ribeiro · Neurocomputing · 2019 · 118 citations

Class Imbalance, Predictive Analytics, Rare Event Estimation +5