A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C

Yanou Ramon, David Martens, Foster J. Provost, Theodoros Evgeniou. A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C. Adv. Data Analysis and Classification, 14(4):801-819, 2020. [doi]

@article{RamonMPE20,
  title = {A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C},
  author = {Yanou Ramon and David Martens and Foster J. Provost and Theodoros Evgeniou},
  year = {2020},
  doi = {10.1007/s11634-020-00418-3},
  url = {https://doi.org/10.1007/s11634-020-00418-3},
  researchr = {https://researchr.org/publication/RamonMPE20},
  cites = {0},
  citedby = {0},
  journal = {Adv. Data Analysis and Classification},
  volume = {14},
  number = {4},
  pages = {801-819},
}