RVGAN-TL: A generative adversarial networks and transfer learning-based hybrid approach for imbalanced data classification

Author:

Ding HongweiORCID,Sun YuORCID,Huang Nana,Shen Zhidong,Wang Zhenyu,Iftekhar Adnan,Cui Xiaohui

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference47 articles.

1. A self-adaptive synthetic over-sampling technique for imbalanced classification;Gu;Int. J. Intell. Syst.,2020

2. Cost-sensitive learning of deep feature representations from imbalanced data;Khan;IEEE Trans. Neural Netw. Learn. Syst.,2017

3. Rough set and ensemble learning based semi-supervised algorithm for text classification;Shi;Expert Syst. Appl.,2011

4. Improving imbalanced learning through a heuristic oversampling method based on k-means and smote;Douzas;Inf. Sci.,2018

5. Diversified sensitivity-based undersampling for imbalance classification problems;Ng;IEEE Trans. Cybern.,2014

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