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Transparency and trust in artificial intelligence systems
Schmidt, Philipp; Biessmann, Felix; Teubner, Timm - In: Journal of decision systems 29 (2020) 4, pp. 260-278
Persistent link: https://www.econbiz.de/10012384573
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Explainable AI in banking
Burgt, Joost van der - In: Journal of digital banking 4 (2020) 4, pp. 344-350
Persistent link: https://www.econbiz.de/10012305073
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Transparency, auditability, and explainability of machine learning models in credit scoring
Bücker, Michael; Szepannek, Gero; Gosiewska, Alicja; … - In: Journal of the Operational Research Society 73 (2022) 1, pp. 70-90
Persistent link: https://www.econbiz.de/10012872886
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Expl(AI)ned : the impact of explainable artificial intelligence on cognitive processes
Bauer, Kevin; Zahn, Moritz von; Hinz, Oliver - 2021
This paper explores the interplay of feature-based explainable AI (XAI) techniques, information processing, and human … assertions that XAI is the silver bullet solving all of AI systems' (black box) problems into perspective. … beliefs. Using a novel experimental protocol, we study the impact of providing users with explanations about how an AI system …
Persistent link: https://www.econbiz.de/10012548214
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Comparison of tree-based models performance in prediction of marketing campaign results using Explainable Artificial Intelligence tools
Chlebus, Marcin; Osika, Zuzanna - 2020
Persistent link: https://www.econbiz.de/10012322146
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Predicting intra-urban well-being from space with nonlinear machine learning
Wójcik, Piotr; Andruszek, Krystian - In: Regional science policy and practice : RSPP 14 (2022) 4, pp. 891-913
Persistent link: https://www.econbiz.de/10013401848
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A nascent design theory for explainable intelligent systems
Herm, Lukas-Valentin; Steinbach, Theresa; Wanner, Jonas Paul - In: Electronic markets : EM ; the international journal of … 32 (2022) 4, pp. 2185-2205
Persistent link: https://www.econbiz.de/10013556710
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Explainable AI for operational research : a defining framework, methods, applications, and a research agenda
De Bock, Koen W.; Coussement, Kristof; Caigny, Arno de; … - In: European journal of operational research : EJOR 317 (2024) 2, pp. 249-272
Persistent link: https://www.econbiz.de/10014635783
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AI in marketing, consumer research and psychology : a systematic literature review and research agenda
Mariani, Marcello M.; Perez-Vega, Rodrigo; Wirtz, Jochen - In: Psychology & marketing 39 (2022) 4, pp. 755-776
Persistent link: https://www.econbiz.de/10013165434
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The key to leveraging AI at scale
Leff, Deborah; Lim, Kenneth T. K. - In: Journal of revenue and pricing management 20 (2021) 3, pp. 376-380
Persistent link: https://www.econbiz.de/10012549353