Dealing with Data Bias in Classification: Can Generated Data Ensure Representation and Fairness?

Manh Khoi Duong, Stefan Conrad 0001. Dealing with Data Bias in Classification: Can Generated Data Ensure Representation and Fairness?. In Robert Wrembel, Johann Gamper, Gabriele Kotsis, A Min Tjoa, Ismail Khalil, editors, Big Data Analytics and Knowledge Discovery - 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28-30, 2023, Proceedings. Volume 14148 of Lecture Notes in Computer Science, pages 176-190, Springer, 2023. [doi]

@inproceedings{DuongC23,
  title = {Dealing with Data Bias in Classification: Can Generated Data Ensure Representation and Fairness?},
  author = {Manh Khoi Duong and Stefan Conrad 0001},
  year = {2023},
  doi = {10.1007/978-3-031-39831-5_17},
  url = {https://doi.org/10.1007/978-3-031-39831-5_17},
  researchr = {https://researchr.org/publication/DuongC23},
  cites = {0},
  citedby = {0},
  pages = {176-190},
  booktitle = {Big Data Analytics and Knowledge Discovery - 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28-30, 2023, Proceedings},
  editor = {Robert Wrembel and Johann Gamper and Gabriele Kotsis and A Min Tjoa and Ismail Khalil},
  volume = {14148},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-39831-5},
}