Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions

Saumendu Roy, Gabriel Laberge, Banani Roy, Foutse Khomh, Amin Nikanjam, Saikat Mondal. Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions. In IEEE International Conference on Software Maintenance and Evolution, ICSME 2022, Limassol, Cyprus, October 3-7, 2022. pages 444-448, IEEE, 2022. [doi]

@inproceedings{RoyLRKNM22,
  title = {Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions},
  author = {Saumendu Roy and Gabriel Laberge and Banani Roy and Foutse Khomh and Amin Nikanjam and Saikat Mondal},
  year = {2022},
  doi = {10.1109/ICSME55016.2022.00056},
  url = {https://doi.org/10.1109/ICSME55016.2022.00056},
  researchr = {https://researchr.org/publication/RoyLRKNM22},
  cites = {0},
  citedby = {0},
  pages = {444-448},
  booktitle = {IEEE International Conference on Software Maintenance and Evolution, ICSME 2022, Limassol, Cyprus, October 3-7, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-7956-1},
}