Towards fairness in machine learning: balancing racially imbalanced datasets through data augmentation and generative AI

Author(s):
Schaap, A., Kitharidis, S.; Stein, N. van (0000-0002-0013-7969)
Editor(s):
Marcelloni, F.; Madani, K. et al.
Published
2024
Publication type
Article in monograph or in proceedings
FairnessFair machine learningRacial biasInclusive AIGANsDataset balancingEthnicity classification
Date issued
2024-11-20
Language
English
Publisher
Porto: SCITEPRESS - Science and Technology Publications
Is part of
16th International Joint Conference on Computational Intelligence (2024), Pt. 1, p. 584-592
ISBN source
9789897587214
hdl
1887/4254856
doi
10.5220/0013002600003837

Conference

Meeting name
IJCCI
Meeting location
Porto, Portugal
Meeting date
2024-11-20 - 2024-11-22