Towards Refined Classifications Driven by SHAP Explanations

Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein. Towards Refined Classifications Driven by SHAP Explanations. In Andreas Holzinger, Peter Kieseberg, A. Min Tjoa, Edgar Weippl, editors, Machine Learning and Knowledge Extraction - 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Vienna, Austria, August 23-26, 2022, Proceedings. Volume 13480 of Lecture Notes in Computer Science, pages 68-81, Springer, 2022. [doi]

@inproceedings{ArslanLAVLBGBK22-0,
  title = {Towards Refined Classifications Driven by SHAP Explanations},
  author = {Yusuf Arslan and Bertrand Lebichot and Kevin Allix and Lisa Veiber and Clément Lefebvre and Andrey Boytsov and Anne Goujon and Tegawendé F. Bissyandé and Jacques Klein},
  year = {2022},
  doi = {10.1007/978-3-031-14463-9_5},
  url = {https://doi.org/10.1007/978-3-031-14463-9_5},
  researchr = {https://researchr.org/publication/ArslanLAVLBGBK22-0},
  cites = {0},
  citedby = {0},
  pages = {68-81},
  booktitle = {Machine Learning and Knowledge Extraction - 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Vienna, Austria, August 23-26, 2022, Proceedings},
  editor = {Andreas Holzinger and Peter Kieseberg and A. Min Tjoa and Edgar Weippl},
  volume = {13480},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-14463-9},
}