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@inproceedings{DBLP:conf/pkdd/BekkerD18,
  author       = {Jessa Bekker and
                  Jesse Davis},
  title        = {Learning from Positive and Unlabeled Data under the Selected At Random
                  Assumption},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {8--22},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/bekker18a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:25 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BekkerD18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BrancoTR18,
  author       = {Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Rita P. Ribeiro},
  title        = {{REBAGG:} REsampled BAGGing for Imbalanced Regression},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {67--81},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/branco18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BrancoTR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/FreryHSH18,
  author       = {Jordan Fr{\'{e}}ry and
                  Amaury Habrard and
                  Marc Sebban and
                  Liyun He{-}Guelton},
  title        = {Non-Linear Gradient Boosting for Class-Imbalance Learning},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {38--51},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/frery18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/FreryHSH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/HepburnMSCG18,
  author       = {Alexander Hepburn and
                  Ryan McConville and
                  Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
                  Jes{\'{u}}s Cid{-}Sueiro and
                  Dario Garc{\'{\i}}a{-}Garc{\'{\i}}a},
  title        = {Proper Losses for Learning with Example-Dependent Costs},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {52--66},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/hepburn18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/HepburnMSCG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/Ksieniewicz18,
  author       = {Pawel Ksieniewicz},
  title        = {Undersampled Majority Class Ensemble for highly imbalanced binary
                  classification},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {82--94},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/ksieniewicz18a.html},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Ksieniewicz18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/LangoBS18,
  author       = {Mateusz Lango and
                  Dariusz Brzezinski and
                  Jerzy Stefanowski},
  title        = {ImWeights: Classifying Imbalanced Data Using Local and Neighborhood
                  Information},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {95--109},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/lango18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/LangoBS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/MaletzkeRCB18,
  author       = {Andr{\'{e}} Gustavo Maletzke and
                  Denis Moreira dos Reis and
                  Everton Alvares Cherman and
                  Gustavo E. A. P. A. Batista},
  title        = {On the Need of Class Ratio Insensitive Drift Tests for Data Streams},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {110--124},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/maletzke18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/MaletzkeRCB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/RoseberryC18,
  author       = {Martha Roseberry and
                  Alberto Cano},
  title        = {Multi-label kNN Classifier with Self Adjusting Memory for Drifting
                  Data Streams},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {23--37},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/roseberry18a.html},
  timestamp    = {Thu, 04 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/RoseberryC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/TorgoMJKMB18,
  author       = {Lu{\'{\i}}s Torgo and
                  Stan Matwin and
                  Nathalie Japkowicz and
                  Bartosz Krawczyk and
                  Nuno Moniz and
                  Paula Branco},
  title        = {2nd Workshop on Learning with Imbalanced Domains: Preface},
  booktitle    = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  pages        = {1--7},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/torgo18a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/TorgoMJKMB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/pkdd/2018lidta,
  title        = {Second International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
                  10, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {94},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v94/},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2018lidta.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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