Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers

Haris Mansoor, Sarwan Ali, Shafiq Alam, Muhammad Asad Khan, Umair ul Hassan, Imdadullah Khan. Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers. In Shusaku Tsumoto, Yukio Ohsawa, Lei Chen 0002, Dirk Van den Poel, Xiaohua Hu 0001, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan 0001, editors, IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. pages 5988-5997, IEEE, 2022. [doi]

@inproceedings{MansoorAAKHK22,
  title = {Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers},
  author = {Haris Mansoor and Sarwan Ali and Shafiq Alam and Muhammad Asad Khan and Umair ul Hassan and Imdadullah Khan},
  year = {2022},
  doi = {10.1109/BigData55660.2022.10020694},
  url = {https://doi.org/10.1109/BigData55660.2022.10020694},
  researchr = {https://researchr.org/publication/MansoorAAKHK22},
  cites = {0},
  citedby = {0},
  pages = {5988-5997},
  booktitle = {IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022},
  editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen 0002 and Dirk Van den Poel and Xiaohua Hu 0001 and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan 0001},
  publisher = {IEEE},
  isbn = {978-1-6654-8045-1},
}