Deep Generative Mixture Model for Robust Imbalance Classification
Discovering hidden pattern from imbalanced data is a critical issue in various real-world applications. Existing classification methods usually suffer from the limitation of data especially for minority classes, and result in unstable prediction and low performance. In this paper, a deep generative...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 3 vom: 03. März, Seite 2897-2912
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| 1. Verfasser: |
Wang, Xinyue
(VerfasserIn) |
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| Weitere Verfasser: |
Jing, Liping,
Lyu, Yilin,
Guo, Mingzhe,
Wang, Jiaqi,
Liu, Huafeng,
Yu, Jian,
Zeng, Tieyong |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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