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]

Authors

Adarsa Sivaprasad

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Ehud Reiter

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Nava Tintarev

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Nir Oren

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