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

Sivaprasad, AdarsaReiter, EhudTintarev, NavaOren, NirNowaczyk, SławomirBiecek, PrzemysławChung, Neo ChristopherVallati, MauroSkruch, PawełJaworek-Korjakowska, JoannaParkinson, SimonNikitas, AlexandrosAtzmüller, MartinKliegr, TomášSchmid, UteBobek, SzymonLavrac, NadaPeeters, Mariekevan Dierendonck, RolandRobben, SaskiaMercier-Laurent, EunikaKayakutlu, GülgünOwoc, Mieczyslaw LechMason, KarlWahid, AbdulBruno, PierangelaCalimeri, FrancescoCauteruccio, FrancescoTerracina, GiorgioWolter, DiedrichLeidner, Jochen L.Kohlhase, MichaelDimitrova, Vania2024-02-222024-02-222024-01-21Sivaprasad, A, Reiter, E, Tintarev, N & Oren, N 2024, Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree. in S Nowaczyk, P Biecek, N C Chung, M Vallati, P Skruch, J Jaworek-Korjakowska, S Parkinson, A Nikitas, M Atzmüller, T Kliegr, U Schmid, S Bobek, N Lavrac, M Peeters, R van Dierendonck, S Robben, E Mercier-Laurent, G Kayakutlu, M L Owoc, K Mason, A Wahid, P Bruno, F Calimeri, F Cauteruccio, G Terracina, D Wolter, J L Leidner, M Kohlhase & V Dimitrova (eds), Artificial Intelligence. ECAI 2023 International Workshops : XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 – October 4, 2023, Proceedings, Part I. Communications in Computer and Information Science, vol. 1947, Springer , pp. 43-65, International Workshops of the 26th European Conference on Artificial Intelligence, ECAI 2023, Kraków, Poland, 30/09/23. https://doi.org/10.1007/978-3-031-50396-2_3conference978-3-031-50395-5978-3-031-50396-21865-0929ORCID: /0000-0002-4854-9014/work/154074029ORCID: /0000-0002-7548-9504/work/154075279https://hdl.handle.net/2164/22828Artificial Intelligence. ECAI 2023 International Workshops XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 – October 4, 2023, Proceedings, Part I231697541engEnd-user UnderstandabilityGlobal ExplanationHealth InformaticsQA76 Computer softwareGeneral Computer ScienceGeneral MathematicsQA76Evaluation of Human-Understandability of Global Model Explanations Using Decision TreeConference item10.1007/978-3-031-50396-2_3http://www.scopus.com/inward/record.url?scp=85184082859&partnerID=8YFLogxKhttps://ecai2023.eu/https://xai3ecai2023.github.io/