Paula Branco

Latest

• Pre-processing approaches for imbalanced distributions in regression
• The CURE for Class Imbalance
• Cost-Sensitive Learning: Preface
• REBAGG: REsampled BAGGing for Imbalanced Regression
• Resampling with neighbourhood bias on imbalanced domains
• A Framework for Recommendation of Highly Popular News Lacking Social Feedback
• Evaluation of Ensemble Methods in Imbalanced Regression Tasks
• Exploring Resampling with Neighborhood Bias on Imbalanced Regression Problems
• Learning Through Utility Optimization in Regression Tasks
• Learning with Imbalanced Domains: preface
• Relevance-based Evaluation Metrics for Multi-class Imbalanced Domains
• SMOGN: a Pre-processing Approach for Imbalanced Regression
• A UBL: an R package for Utility-based Learning
• Resampling Strategies for Imbalanced Time Series
• A Survey of Predictive Modelling under Imbalanced Distributions
• Re-sampling Strategies for Regression
• SMOTE for Regression