Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis

Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef. Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis. In Schweighofer Erich, editor, Legal Knowledge and Information Systems - JURIX 2021: The Thirty-fourth Annual Conference, Vilnius, Lithuania, 8-10 December 2021. Volume 346 of Frontiers in Artificial Intelligence and Applications, pages 54-57, IOS Press, 2021. [doi]

@inproceedings{WestermannSWAB21,
  title = {Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis},
  author = {Hannes Westermann and Jaromír Savelka and Vern R. Walker and Kevin D. Ashley and Karim Benyekhlef},
  year = {2021},
  doi = {10.3233/FAIA210316},
  url = {https://doi.org/10.3233/FAIA210316},
  researchr = {https://researchr.org/publication/WestermannSWAB21},
  cites = {0},
  citedby = {0},
  pages = {54-57},
  booktitle = {Legal Knowledge and Information Systems - JURIX 2021: The Thirty-fourth Annual Conference, Vilnius, Lithuania, 8-10 December 2021},
  editor = {Schweighofer Erich},
  volume = {346},
  series = {Frontiers in Artificial Intelligence and Applications},
  publisher = {IOS Press},
  isbn = {978-1-64368-253-2},
}