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Understanding CNN fragility when learning with imbalanced data

Machine Learning
2024-07 | Journal article
DOI: 10.1007/s10994-023-06326-9
Contributors: Damien Dablain; Kristen N. Jacobson; Colin Bellinger; Mark Roberts; Nitesh V. Chawla
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Understanding imbalanced data: XAI & interpretable ML framework

Machine Learning
2024-06 | Journal article
DOI: 10.1007/s10994-023-06414-w
Contributors: Damien Dablain; Colin Bellinger; Bartosz Krawczyk; David W. Aha; Nitesh Chawla
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DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

IEEE Transactions on Neural Networks and Learning Systems
2023-09 | Journal article
DOI: 10.1109/TNNLS.2021.3136503
Contributors: Damien Dablain; Bartosz Krawczyk; Nitesh V. Chawla
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