Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree

Adarsa Sivaprasad, Ehud Reiter, Nava Tintarev, Nir Oren. Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree. In Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova, editors, Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I. Volume 1947 of Communications in Computer and Information Science, pages 43-65, Springer, 2023. [doi]

@inproceedings{SivaprasadRTO23,
  title = {Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree},
  author = {Adarsa Sivaprasad and Ehud Reiter and Nava Tintarev and Nir Oren},
  year = {2023},
  doi = {10.1007/978-3-031-50396-2_3},
  url = {https://doi.org/10.1007/978-3-031-50396-2_3},
  researchr = {https://researchr.org/publication/SivaprasadRTO23},
  cites = {0},
  citedby = {0},
  pages = {43-65},
  booktitle = {Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I},
  editor = {Slawomir Nowaczyk and Przemyslaw Biecek and Neo Christopher Chung and Mauro Vallati and Pawel Skruch and Joanna Jaworek-Korjakowska and Simon Parkinson and Alexandros Nikitas and Martin Atzmüller and Tomás Kliegr and Ute Schmid and Szymon Bobek and Nada Lavrac and Marieke Peeters and Roland van Dierendonck and Saskia Robben and Eunika Mercier-Laurent and Gülgün Kayakutlu and Mieczyslaw Lech Owoc and Karl Mason and Abdul Wahid and Pierangela Bruno and Francesco Calimeri and Francesco Cauteruccio and Giorgio Terracina and Diedrich Wolter and Jochen L. Leidner and Michael Kohlhase and Vania Dimitrova},
  volume = {1947},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-3-031-50396-2},
}