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UBL: an R package for Utility-based Learning
Branco, P. (Author) (Other); Rita Ribeiro (Author) (FCUP); Torgo, L (Author) (FCUP)
2016
A Survey of Predictive Modelling under Imbalanced Distributions
Paula Branco (Author) (Other); Luis Torgo (Author) (FCUP); Rita P Ribeiro (Author) (FCUP)
2015
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Article in International Scientific Journal

Rule-based prediction of rare extreme values
Rita Ribeiro (Author) (FCUP); Luis Torgo (Author) (FEP)
Resampling with neighbourhood bias on imbalanced domains
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP)
2018
Indexing
Resampling strategies for regression
Luis Torgo (Author) (FCUP); Paula Branco (Author) (Other); Rita P Ribeiro (Author) (FCUP); Bernhard Pfahringer (Author) (Other)
Pre-processing approaches for imbalanced distributions in regression
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP)
2019
Indexing
Predicting rare extreme values
Torgo, L (Author) (FEP); Ribeiro, R (Author) (FCUP)
Predicting outliers
Torgo, L (Author) (FEP); Ribeiro, R (Author) (Other)
Predicting harmful algae blooms
Ribeiro, R (Author) (Other); Torgo, L (Author) (FEP)
A Survey of Predictive Modeling on Im balanced Domains
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP)
2016
Indexing
A comparative study on predicting algae blooms in Douro River, Portugal
Rita Ribeiro (Author) (Other); Luis Torgo (Author) (FCUP)

Article in International Conference Proceedings Book

SMOTE for Regression
Torgo, L (Author) (FCUP); Ribeiro, RP (Author) (FCUP); Pfahringer, B (Author) (Other); Branco, P (Author) (Other)
2013
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SMOGN: a Pre-processing Approach for Imbalanced Regression
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP)
2017
Relevance-Based Evaluation Metrics for Multi-class Imbalanced Domains
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP)
2017
Indexing
REBAGG: REsampled BAGGing for Imbalanced Regression
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP)
2018
Precision and Recall for Regression
Luis Torgo (Author) (FCUP); Rita Ribeiro (Author) (Other)
MetaUtil: Meta Learning for Utility Maximization in Regression
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP)
2018
Indexing
Learning Through Utility Optimization in Regression Tasks
Branco, P (Author) (Other); Torgo, L (Author) (FCUP); Rita Ribeiro (Author) (FCUP); Frank, E (Author) (Other); Pfahringer, B (Author) (Other); Rau, MM (Author) (Other)
2017
Indexing
Interval Forecast of Water Quality Parameters
Orlando Ohashi (Author) (Other); Luis Torgo (Author) (FCUP); Rita P Ribeiro (Author) (Other)

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