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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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