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TITLE: Pre-processing approaches for imbalanced distributions in regression  Full Text
AUTHORS: Paula Branco ; Luis Torgo ; Rita P Ribeiro ;
SOURCE: NEUROCOMPUTING, VOLUME: 343, PUBLISHED: 2019
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2
TITLE: The CURE for Class Imbalance
AUTHORS: Colin Bellinger; Paula Branco ; Luís Torgo;
SOURCE: Discovery Science - 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings, VOLUME: 11828, PUBLISHED: 2019
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3
TITLE: 2nd Workshop on Learning with Imbalanced Domains: Preface
AUTHORS: Luís Torgo ; Stan Matwin; Nathalie Japkowicz; Bartosz Krawczyk; Nuno Moniz; Paula Branco ;
SOURCE: Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, VOLUME: 94, PUBLISHED: 2018
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4
TITLE: Cost-Sensitive Learning: Preface
AUTHORS: Luís Torgo ; Stan Matwin; Gary Weiss; Nuno Moniz ; Paula Branco ;
SOURCE: International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018, VOLUME: 88, PUBLISHED: 2018
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5
TITLE: MetaUtil: Meta Learning for Utility Maximization in Regression
AUTHORS: Paula Branco ; Luís Torgo ; Rita P Ribeiro ;
SOURCE: 21st International Conference on Discovery Science, DS 2018 in Discovery Science - 21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings, VOLUME: 11198, PUBLISHED: 2018
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6
TITLE: REBAGG: REsampled BAGGing for Imbalanced Regression
AUTHORS: Paula Branco ; Luís Torgo ; Rita P Ribeiro ;
SOURCE: Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, VOLUME: 94, PUBLISHED: 2018
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7
TITLE: Resampling with neighbourhood bias on imbalanced domains  Full Text
AUTHORS: Paula Branco ; Luis Torgo ; Rita P Ribeiro ;
SOURCE: EXPERT SYSTEMS, VOLUME: 35, ISSUE: 4, PUBLISHED: 2018
INDEXED IN: WOS DBLP CrossRef: 1
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8
TITLE: A Framework for Recommendation of Highly Popular News Lacking Social Feedback  Full Text
AUTHORS: Nuno Moniz ; Luis Torgo ; Magdalini Eirinaki; Paula Branco ;
SOURCE: 18th EPIA Conference on Artificial Intelligence in NEW GENERATION COMPUTING, VOLUME: 35, ISSUE: 4, PUBLISHED: 2017
INDEXED IN: Scopus WOS DBLP CrossRef: 3
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9
TITLE: Evaluation of Ensemble Methods in Imbalanced Regression Tasks
AUTHORS: Nuno Moniz ; Paula Branco ; Luís Torgo ;
SOURCE: First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia, VOLUME: 74, PUBLISHED: 2017
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10
TITLE: Exploring Resampling with Neighborhood Bias on Imbalanced Regression Problems
AUTHORS: Paula Branco ; Luis Torgo ; Rita P Ribeiro ;
SOURCE: 18th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2017), VOLUME: 10423, PUBLISHED: 2017
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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