Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data

Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang. Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. In Letizia Tanca, Qiong Luo 0001, Giuseppe Polese, Loredana Caruccio, Xavier Oriol, Donatella Firmani, editors, Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28. pages 129-142, OpenProceedings.org, 2024. [doi]

@inproceedings{QiPHW24,
  title = {Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data},
  author = {Danrui Qi and Jinglin Peng and Yongjun He and Jiannan Wang},
  year = {2024},
  doi = {10.48786/edbt.2024.12},
  url = {https://doi.org/10.48786/edbt.2024.12},
  researchr = {https://researchr.org/publication/QiPHW24},
  cites = {0},
  citedby = {0},
  pages = {129-142},
  booktitle = {Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28},
  editor = {Letizia Tanca and Qiong Luo 0001 and Giuseppe Polese and Loredana Caruccio and Xavier Oriol and Donatella Firmani},
  publisher = {OpenProceedings.org},
  isbn = {978-3-89318-091-2},
}