41
TITLE: Model Optimization in Imbalanced Regression
AUTHORS: Silva, Anibal; Ribeiro, Rita P. ; Moniz, Nuno ;
PUBLISHED: 2022, SOURCE: 25th International Conference on Discovery Science (DS) in DISCOVERY SCIENCE (DS 2022), VOLUME: 13601
INDEXED IN: Scopus WOS DBLP CrossRef: 7
IN MY: ORCID | DBLP
42
TITLE: The MetroPT dataset for predictive maintenance
AUTHORS: Bruno Veloso ; João Gama ; Rita P Ribeiro ; Pedro Mota Pereira;
PUBLISHED: 2022, SOURCE: SCIENTIFIC DATA, VOLUME: 9, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 23
IN MY: ORCID | DBLP
43
TITLE: Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
AUTHORS: Jesus, S; Pombal, J; Alves, D; Cruz, AF; Saleiro, P; Ribeiro, RP ; Gama, J ; Bizarro, P;
PUBLISHED: 2022, SOURCE: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35, NEURIPS 2022
INDEXED IN: WOS DBLP
IN MY: ORCID | DBLP
44
TITLE: A Survey on Data-Driven Predictive Maintenance for the Railway Industry  Full Text
AUTHORS: Davari, N; Veloso, B ; Costa, GD; Pereira, PM; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 17
INDEXED IN: WOS DBLP CrossRef: 79
IN MY: ORCID | DBLP
45
TITLE: Chebyshev approaches for imbalanced data streams regression models  Full Text
AUTHORS: Aminian, E; Ribeiro, RP ; Gama, J ;
PUBLISHED: 2021, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 35, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 16
IN MY: ORCID | DBLP
46
TITLE: Current Trends in Learning from Data Streams
AUTHORS: Gama, J ; Veloso, B ; Aminian, E; Ribeiro, RP ;
PUBLISHED: 2021, SOURCE: 9th International Conference on Big Data Analytics, BDA 2021 in 9TH INTERNATIONAL CONFERENCE ON BIG DATA ANALYTICS, BDA 2021, VOLUME: 13147
INDEXED IN: Scopus WOS DBLP CrossRef
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47
TITLE: Improving Smart Waste Collection Using AutoML
AUTHORS: Teixeira, Sonia ; Londres, Guilherme; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, PT II, VOLUME: 1525
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
48
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; Holger Fröning; Günther Schindler; Riccardo Guidotti; Anna Monreale; Salvatore Rinzivillo; Przemyslaw Biecek; Eirini Ntoutsi; Mykola Pechenizkiy; Bodo Rosenhahn; Christopher Buckley; Daniela Cialfi; Pablo Lanillos; Maxwell Ramstead; Tim Verbelen; Pedro M Ferreira; Giuseppina Andresini; Donato Malerba; Ibéria Medeiros; Philippe Fournier-Viger; Saqib S Nawaz; Sebastian Ventura; Meng Sun; Min Zhou; Valerio Bitetta; Ilaria Bordino; Andrea Ferretti; Francesco Gullo; Giovanni Ponti; Lorenzo Severini; Rita Ribeiro ; João Gama; Ricard Gavaldà; Lee Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Damian Roqueiro; Diego Saldana Miranda; Konstantinos Sechidis; Guilherme Graça; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
INDEXED IN: CrossRef: 1
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49
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; Holger Fröning; Günther Schindler; Riccardo Guidotti; Anna Monreale; Salvatore Rinzivillo; Przemyslaw Biecek; Eirini Ntoutsi; Mykola Pechenizkiy; Bodo Rosenhahn; Christopher Buckley; Daniela Cialfi; Pablo Lanillos; Maxwell Ramstead; Tim Verbelen; Pedro M Ferreira; Giuseppina Andresini; Donato Malerba; Ibéria Medeiros; Philippe Fournier-Viger; Saqib S Nawaz; Sebastian Ventura; Meng Sun; Min Zhou; Valerio Bitetta; Ilaria Bordino; Andrea Ferretti; Francesco Gullo; Giovanni Ponti; Lorenzo Severini; Rita Ribeiro ; João Gama; Ricard Gavaldà; Lee Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Damian Roqueiro; Diego Saldana Miranda; Konstantinos Sechidis; Guilherme Graça; ...More
PUBLISHED: 2021, SOURCE: Communications in Computer and Information Science
INDEXED IN: CrossRef
IN MY: ORCID
50
TITLE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
AUTHORS: Michael Kamp; Irena Koprinska; Adrien Bibal; Tassadit Bouadi; Benoît Frénay; Luis Galárraga; José Oramas; Linara Adilova; Yamuna Krishnamurthy; Bo Kang; Christine Largeron; Jefrey Lijffijt; Tiphaine Viard; Pascal Welke; Massimiliano Ruocco; Erlend Aune; Claudio Gallicchio; Gregor Schiele; Franz Pernkopf; Michaela Blott; Holger Fröning; Günther Schindler; Riccardo Guidotti; Anna Monreale; Salvatore Rinzivillo; Przemyslaw Biecek; Eirini Ntoutsi; Mykola Pechenizkiy; Bodo Rosenhahn; Christopher L Buckley; Daniela Cialfi; Pablo Lanillos; Maxwell Ramstead; Tim Verbelen; Pedro M Ferreira; Giuseppina Andresini; Donato Malerba; Ibéria Medeiros; Philippe Fournier Viger; Saqib S Nawaz; Sebastián Ventura; Meng Sun; Min Zhou; Valerio Bitetta; Ilaria Bordino; Andrea Ferretti; Francesco Gullo; Giovanni Ponti; Lorenzo Severini; Rita P Ribeiro ; João Gama ; Ricard Gavaldà; Lee A D Cooper; Naghmeh Ghazaleh; Jonas Richiardi; Damian Roqueiro; Diego Saldana Miranda; Konstantinos Sechidis; Guilherme Graça; ...More
PUBLISHED: 2021, SOURCE: PKDD/ECML Workshops (1), VOLUME: 1524
INDEXED IN: DBLP
IN MY: ORCID | DBLP
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