Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree
| dc.contributor.author | Sivaprasad, Adarsa | |
| dc.contributor.author | Reiter, Ehud | |
| dc.contributor.author | Tintarev, Nava | |
| dc.contributor.author | Oren, Nir | |
| dc.contributor.editor | Nowaczyk, Sławomir | |
| dc.contributor.editor | Biecek, Przemysław | |
| dc.contributor.editor | Chung, Neo Christopher | |
| dc.contributor.editor | Vallati, Mauro | |
| dc.contributor.editor | Skruch, Paweł | |
| dc.contributor.editor | Jaworek-Korjakowska, Joanna | |
| dc.contributor.editor | Parkinson, Simon | |
| dc.contributor.editor | Nikitas, Alexandros | |
| dc.contributor.editor | Atzmüller, Martin | |
| dc.contributor.editor | Kliegr, Tomáš | |
| dc.contributor.editor | Schmid, Ute | |
| dc.contributor.editor | Bobek, Szymon | |
| dc.contributor.editor | Lavrac, Nada | |
| dc.contributor.editor | Peeters, Marieke | |
| dc.contributor.editor | van Dierendonck, Roland | |
| dc.contributor.editor | Robben, Saskia | |
| dc.contributor.editor | Mercier-Laurent, Eunika | |
| dc.contributor.editor | Kayakutlu, Gülgün | |
| dc.contributor.editor | Owoc, Mieczyslaw Lech | |
| dc.contributor.editor | Mason, Karl | |
| dc.contributor.editor | Wahid, Abdul | |
| dc.contributor.editor | Bruno, Pierangela | |
| dc.contributor.editor | Calimeri, Francesco | |
| dc.contributor.editor | Cauteruccio, Francesco | |
| dc.contributor.editor | Terracina, Giorgio | |
| dc.contributor.editor | Wolter, Diedrich | |
| dc.contributor.editor | Leidner, Jochen L. | |
| dc.contributor.editor | Kohlhase, Michael | |
| dc.contributor.editor | Dimitrova, Vania | |
| dc.contributor.institution | University of Aberdeen.Computing Science | en |
| dc.contributor.institution | University of Aberdeen.Computational Linguistics at Aberdeen | en |
| dc.contributor.institution | University of Aberdeen.Coastal Communities | en |
| dc.contributor.institution | University of Aberdeen.Agents at Aberdeen | en |
| dc.contributor.institution | University of Aberdeen.Human-Centred Computing | en |
| dc.date.accessioned | 2024-02-22T15:54:01Z | |
| dc.date.available | 2024-02-22T15:54:01Z | |
| dc.date.issued | 2024-01-21 | |
| dc.description | 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 | en |
| dc.format.extent | 23 | |
| dc.format.extent | 1697541 | |
| dc.identifier | 284332534 | |
| dc.identifier | 02f53e72-a8d9-417a-8f63-60b61fc73808 | |
| dc.identifier | 85184082859 | |
| dc.identifier.citation | Sivaprasad, 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_3 | en |
| dc.identifier.citation | conference | en |
| dc.identifier.doi | 10.1007/978-3-031-50396-2_3 | |
| dc.identifier.isbn | 978-3-031-50395-5 | |
| dc.identifier.isbn | 978-3-031-50396-2 | |
| dc.identifier.issn | 1865-0929 | |
| dc.identifier.other | ORCID: /0000-0002-4854-9014/work/154074029 | |
| dc.identifier.other | ORCID: /0000-0002-7548-9504/work/154075279 | |
| dc.identifier.uri | https://hdl.handle.net/2164/22828 | |
| dc.identifier.url | http://www.scopus.com/inward/record.url?scp=85184082859&partnerID=8YFLogxK | en |
| dc.identifier.url | https://ecai2023.eu/ | en |
| dc.identifier.url | https://xai3ecai2023.github.io/ | en |
| dc.language.iso | eng | |
| dc.publisher | Springer | |
| dc.relation.ispartof | Artificial Intelligence. ECAI 2023 International Workshops | en |
| dc.relation.ispartofseries | Communications in Computer and Information Science | en |
| dc.subject | End-user Understandability | en |
| dc.subject | Global Explanation | en |
| dc.subject | Health Informatics | en |
| dc.subject | QA76 Computer software | en |
| dc.subject | General Computer Science | en |
| dc.subject | General Mathematics | en |
| dc.subject.lcc | QA76 | en |
| dc.title | Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree | en |
| dc.type | Conference item | en |
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