61
TITLE: SMOTEBoost for Regression: Improving the Prediction of Extreme Values
AUTHORS: Nuno Moniz ; Rita P Ribeiro ; Vitor Cerqueira ; Nitesh Chawla;
PUBLISHED: 2018, SOURCE: 5th IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA) in 2018 IEEE 5TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)
INDEXED IN: Scopus WOS DBLP CrossRef: 15
IN MY: ORCID | DBLP
62
TITLE: Exploring Resampling with Neighborhood Bias on Imbalanced Regression Problems
AUTHORS: Paula Branco ; Luis Torgo ; Rita P Ribeiro ;
PUBLISHED: 2017, SOURCE: 18th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2017), VOLUME: 10423
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: ORCID | DBLP
63
TITLE: Learning Through Utility Optimization in Regression Tasks
AUTHORS: Branco, P ; Torgo, L ; Ribeiro, RP ; Frank, E; Pfahringer, B; Rau, MM;
PUBLISHED: 2017, SOURCE: 4th IEEE / ACM / ASA International Conference on Data Science and Advanced Analytics (DSAA) in 2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), VOLUME: 2018-January
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP
64
TITLE: Preface
AUTHORS: Sayed Mouchaweh, M; Bifet, A; Bouchachia, H; Gama, J ; Ribeiro, RP ;
PUBLISHED: 2017, SOURCE: 2017 Workshop on IoT Large Scale Learning from Data Streams, IOTSTREAMING 2017 in CEUR Workshop Proceedings, VOLUME: 1958
INDEXED IN: Scopus
IN MY: ORCID
65
TITLE: Preface
AUTHORS: Sayed Mouchaweh, M; Bouchachia, H; Gama, J ; Ribeiro, RP ;
PUBLISHED: 2017, SOURCE: 2016 Workshop on Large-Scale Learning from Data Streams in Evolving Environments, STREAMEVOLV 2016 in CEUR Workshop Proceedings, VOLUME: 2069
INDEXED IN: Scopus
IN MY: ORCID
67
TITLE: Relevance-Based Evaluation Metrics for Multi-class Imbalanced Domains
AUTHORS: Branco, P ; Torgo, L ; Ribeiro, RP ;
PUBLISHED: 2017, SOURCE: 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2017 in ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2017, PT I, VOLUME: 10234
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
68
TITLE: SMOGN: a Pre-processing Approach for Imbalanced Regression
AUTHORS: Paula Branco ; Luís Torgo ; Rita P Ribeiro ;
PUBLISHED: 2017, SOURCE: First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia, VOLUME: 74
INDEXED IN: DBLP
IN MY: ORCID | DBLP
69
TITLE: A Survey of Predictive Modeling on Im balanced Domains  Full Text
AUTHORS: Paula Branco ; Luis Torgo ; Rita P Ribeiro ;
PUBLISHED: 2016, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 49, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 683
IN MY: ORCID | DBLP
70
TITLE: Detection of Fraud Symptoms in the Retail Industry
AUTHORS: Rita P Ribeiro ; Ricardo Oliveira; Joao Gama ;
PUBLISHED: 2016, SOURCE: 15th Ibero-American Conference on Artificial Intelligence (AI) in ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2016, VOLUME: 10022
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
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