Abstract is missing.
- 4th Workshop on Learning with Imbalanced Domains: PrefaceNuno Moniz, Paula Branco, Luís Torgo, Nathalie Japkowicz, Michal Wozniak 0001, Shuo Wang. 1-7 [doi]
- Systematic Evaluation of CASH Search Strategies for Unsupervised Anomaly DetectionIoannis Antoniadis 0001, Vincent Vercruyssen, Jesse Davis. 8-22 [doi]
- Bagging Propensity Weighting: A Robust method for biased PU LearningSander De Block, Jessa Bekker. 23-37 [doi]
- DistSMOGN: Distributed SMOGN for Imbalanced Regression ProblemsXin Yue Song, Nam Dao, Paula Branco. 38-52 [doi]
- The Hidden Cost of Fraud: An Instance-Dependent Cost-Sensitive Approach for Positive and Unlabeled LearningCarlos Ortega Vázquez, Jochen De Weerdt, Seppe Vanden Broucke. 53-67 [doi]
- Improving Imbalanced Learning by Pre-finetuning with Data AugmentationYiwen Shi, Taha ValizadehAslani, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang. 68-82 [doi]
- Performance and model complexity on imbalanced datasets using resampling and cost-sensitive algorithmsJairo da Silva Freitas Junior, Paulo Henrique Pisani. 83-97 [doi]
- Adversarial oversampling for multi-class imbalanced data classification with convolutional neural networksAdam Wojciechowski, Mateusz Lango. 98-111 [doi]
- Assessing the Robustness of Ordinal Classifiers against Imbalanced and Shifting DistributionsThomas Bonnier, Benjamin Bosch. 112-126 [doi]
- Deep Contextual Novelty Detection with Context PredictionEllen Rushe, Brian Mac Namee. 127-138 [doi]
- Integrating and reporting full multi-view supervised learning experiments using SuMMITBaptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi. 139-150 [doi]
- Probabilistic Metric to measure the imbalance in multi-class problemsSolander Patricio Lopes Agostinho, João Mendes-Moreira 0001. 151-162 [doi]
- CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identificationAymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Mauro Zucchelli, Rachid Deriche. 163-174 [doi]
- Data complexity and classification accuracy correlation in oversampling algorithmsJoanna Komorniczak, Pawel Ksieniewicz, Michal Wozniak 0001. 175-186 [doi]
- The Influence of Multiple Classes on Learning from Imbalanced Data StreamsAgnieszka Lipska, Jerzy Stefanowski. 187-198 [doi]