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@inproceedings{DBLP:conf/lidta/AgostinhoM22,
  author       = {Solander Patricio Lopes Agostinho and
                  Jo{\~{a}}o Mendes{-}Moreira},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Probabilistic Metric to measure the imbalance in multi-class problems},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {151--162},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/agostinho22a.html},
  timestamp    = {Wed, 09 Aug 2023 17:07:50 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/AgostinhoM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/AntoniadisVD22,
  author       = {Ioannis Antoniadis and
                  Vincent Vercruyssen and
                  Jesse Davis},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Systematic Evaluation of {CASH} Search Strategies for Unsupervised
                  Anomaly Detection},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {8--22},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/antoniadis22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/AntoniadisVD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/BauvinCBKC22,
  author       = {Baptiste Bauvin and
                  Jacques Corbeil and
                  Dominique Benielli and
                  Sokol Ko{\c{c}}o and
                  C{\'{e}}cile Capponi},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Integrating and reporting full multi-view supervised learning experiments
                  using SuMMIT},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {139--150},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/bauvin22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/BauvinCBKC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/BlockB22,
  author       = {Sander De Block and
                  Jessa Bekker},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Bagging Propensity Weighting: {A} Robust method for biased {PU} Learning},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {23--37},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/block22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/BlockB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/BonnierB22,
  author       = {Thomas Bonnier and
                  Benjamin Bosch},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Assessing the Robustness of Ordinal Classifiers against Imbalanced
                  and Shifting Distributions},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {112--126},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/bonnier22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/BonnierB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/BouayedDZD22,
  author       = {Aymene Mohammed Bouayed and
                  Samuel Deslauriers{-}Gauthier and
                  Mauro Zucchelli and
                  Rachid Deriche},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {{CNN} and diffusion MRI's 4th degree rotational invariants for
                  Alzheimer's disease identification},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {163--174},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/bouayed22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/BouayedDZD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/JuniorP22,
  author       = {Jairo da Silva Freitas Junior and
                  Paulo Henrique Pisani},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Performance and model complexity on imbalanced datasets using resampling
                  and cost-sensitive algorithms},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {83--97},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/silva-freitas-junior22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/JuniorP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/KomorniczakKW22,
  author       = {Joanna Komorniczak and
                  Pawel Ksieniewicz and
                  Michal Wozniak},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Data complexity and classification accuracy correlation in oversampling
                  algorithms},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {175--186},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/komorniczak22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/KomorniczakKW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/LipskaS22,
  author       = {Agnieszka Lipska and
                  Jerzy Stefanowski},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {The Influence of Multiple Classes on Learning from Imbalanced Data
                  Streams},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {187--198},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/lipska22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/LipskaS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/MonizBTJWW22,
  author       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {4th Workshop on Learning with Imbalanced Domains: Preface},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {1--7},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/moniz22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/MonizBTJWW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/RusheN22,
  author       = {Ellen Rushe and
                  Brian Mac Namee},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Deep Contextual Novelty Detection with Context Prediction},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {127--138},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/rushe22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/RusheN22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/ShiVWRZHZL22,
  author       = {Yiwen Shi and
                  Taha ValizadehAslani and
                  Jing Wang and
                  Ping Ren and
                  Yi Zhang and
                  Meng Hu and
                  Liang Zhao and
                  Hualou Liang},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Improving Imbalanced Learning by Pre-finetuning with Data Augmentation},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {68--82},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/shi22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/ShiVWRZHZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/SongDB22,
  author       = {Xin Yue Song and
                  Nam Dao and
                  Paula Branco},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {DistSMOGN: Distributed {SMOGN} for Imbalanced Regression Problems},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {38--52},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/song22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/SongDB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/VazquezWB22,
  author       = {Carlos Ortega V{\'{a}}zquez and
                  Jochen De Weerdt and
                  Seppe vanden Broucke},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {The Hidden Cost of Fraud: An Instance-Dependent Cost-Sensitive Approach
                  for Positive and Unlabeled Learning},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {53--67},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/vasquez22a.html},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/VazquezWB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lidta/WojciechowskiL22,
  author       = {Adam Wojciechowski and
                  Mateusz Lango},
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Adversarial oversampling for multi-class imbalanced data classification
                  with convolutional neural networks},
  booktitle    = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  pages        = {98--111},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/wojciechowski22a.html},
  timestamp    = {Sat, 19 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/WojciechowskiL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/lidta/2022,
  editor       = {Nuno Moniz and
                  Paula Branco and
                  Lu{\'{\i}}s Torgo and
                  Nathalie Japkowicz and
                  Michal Wozniak and
                  Shuo Wang},
  title        = {Fourth International Workshop on Learning with Imbalanced Domains:
                  Theory and Applications, {LIDTA} 2022, Grenoble, France, September
                  23, 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {183},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v183/},
  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lidta/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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