Adversarial oversampling for multi-class imbalanced data classification with convolutional neural networks

Adam Wojciechowski; Mateusz Lango

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Title

Adversarial oversampling for multi-class imbalanced data classification with convolutional neural networks

Authors

Adam Wojciechowski (WIiT) ^{[ 1 ][ S ]}
Mateusz Lango (WIiT) ^{[ 2 ][ 2.3 ][ P ]}

^{[ 1 ]} Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | ^{[ 2 ]} Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | ^{[ S ]} student | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2022

Chapter type

chapter in monograph / paper

Publication language

english

Pages (from - to)

98 - 111

URL

https://proceedings.mlr.press/v183/wojciechowski22a/wojciechowski22a.pdf

Book

Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications

Presented on

4th International Workshop on Learning with Imbalanced Domains: Theory and Applications ECML-PKDD 2022, 23.09.2022, Grenoble, France

Open Access Mode

publisher's website

Open Access Text Version

final published version

Ministry points / chapter

5

Ministry points / conference (CORE)

140

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