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Tingting Pan

Tiangong University

China

  • Tiangong University

SCHOLARLY PAPERS

2

DOWNLOADS

170

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

An Improved Gan to Oversample Imbalanced Datasets

Number of pages: 12 Posted: 22 Mar 2023
Tingting Pan, Witold Pedrycz, Jie Yang and Jian Wang
Tiangong University, University of Alberta, Dalian University of Technology and affiliation not provided to SSRN
Downloads 93 (730,864)

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Imbalanced learning, generative adversarial network (GAN), oversampling, probability distribution

2.

Pseudo Oversampling Based on Feature Transformation and Fuzzy Membership Functions for Imbalanced and Overlapping Data

Downloads 77 (837,727)
Citation 1

Pseudo Oversampling Based on Feature Transformation and Fuzzy Membership Functions for Imbalanced and Overlapping Data

Number of pages: 25 Posted: 03 Jul 2023
Tingting Pan, Witold Pedrycz and Jie Yang
Tiangong University, University of Alberta and Dalian University of Technology
Downloads 48 (1,119,531)
Citation 1

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Imbalanced learning, Class overlap, Feature transformation, Oversampling

Pseudo Oversampling Based on Feature Transformation and Fuzzy Membership Functions for Imbalanced and Overlapping Data

Number of pages: 19 Posted: 23 Aug 2025
Tingting Pan, Witold Pedrycz and Jie Yang
Tiangong University, University of Alberta and Dalian University of Technology
Downloads 29 (1,385,838)

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Imbalanced learning, Class overlap, Feature transformation, Oversampling