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  • Search: subject:"Explainability"
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Year of publication
Subject
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Artificial intelligence 46 Künstliche Intelligenz 45 Explainability 44 explainability 29 Theorie 22 Theory 22 machine learning 15 Machine learning 11 Forecasting model 8 Neural networks 8 Neuronale Netze 8 Prognoseverfahren 8 Credit rating 6 Kreditwürdigkeit 6 Algorithm 5 Algorithmus 5 Artificial Intelligence 5 Decision 5 Entscheidung 5 Ethics 5 Ethik 5 Lieferkette 5 Supply chain 5 artificial intelligence 5 AI 4 Confidence 4 Credit risk 4 Data protection 4 Datenschutz 4 Deep learning 4 Fairness 4 Gerechtigkeit 4 Interpretability 4 Justice 4 Kreditrisiko 4 Vertrauen 4 transparency 4 Business ethics 3 Classification 3 Decision tree 3
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Online availability
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Free 49 Undetermined 32 CC license 11
Type of publication
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Article 69 Book / Working Paper 15
Type of publication (narrower categories)
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Article in journal 58 Aufsatz in Zeitschrift 58 Working Paper 11 Article 9 Graue Literatur 8 Non-commercial literature 8 Arbeitspapier 7 Aufsatz im Buch 2 Book section 2 Conference paper 1 Konferenzbeitrag 1
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Language
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English 79 German 5
Author
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Brintrup, Alexandra 3 Hartman, Brian 3 Kosasih, Edward Elson 3 Matthews, Spencer 3 Baryannis, George 2 Bauer, Bernhard 2 Bauer, Kevin 2 Breitner, Michael H. 2 Carrizosa, Emilio 2 Chukhrova, Nataliya 2 Dulgeridis, Marcel 2 Franke, Lucia 2 Gerlach, Jana 2 Gill, Andrej 2 Gronau, Norbert 2 Hoppe, Paul 2 Jagels, Sarah 2 Johannssen, Arne 2 Kahl, Axel 2 Kasy, Maximilian 2 Langenbucher, Katja 2 Licker, Luisa 2 Meske, Christian 2 Mühlbauer, Sabrina 2 Panzer, Marcel 2 Romero Morales, María Dolores 2 Schlögl-Flierl, Kerstin 2 Weber, Enzo 2 Ziethmann, Paula 2 Abdulla, Ahmad 1 Abedin, Babak 1 Ackermann, Lars 1 Adamyk, Bogdan 1 Ahmed, Wasim 1 Apostolidis, Chrysostomos 1 Arcidiacono, Sally Giuseppe 1 Arroyo, Javier 1 Awe, Olushina Olawale 1 Azeem, Menatallah Abdel 1 Bagli, Enrico 1
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Published in...
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European journal of operational research : EJOR 4 International journal of production research 4 Risks : open access journal 4 Finance research letters 3 Journal of Intelligent Manufacturing 2 Staff working papers / Bank of England 2 Wirtschafts- und sozialstatistisches Archiv : eine Zeitschrift der Deutschen Statistischen Gesellschaft 2 AStA Wirtschafts- und Sozialstatistisches Archiv 1 Administrative Sciences : open access journal 1 Annals of actuarial science 1 Argumenta oeconomica 1 Bank of Japan working paper series 1 Computational economics 1 Computers & operations research : and their applications to problems of world concern ; an international journal 1 Corporate social responsibility and environmental management 1 Decision analysis : a journal of the Institute for Operations Research and the Management Sciences, INFORMS 1 Discussion paper series 1 EURO journal on transportation and logistics 1 Economics letters 1 Electronic Markets 1 Emerging markets review 1 Fuzzy Optimization and Decision Making 1 HEC Paris Research Paper 1 HMD Praxis der Wirtschaftsinformatik 1 Health Care Management Science 1 IAB discussion paper : Beiträge zum wissenschaftlichen Dialog aus dem Institut für Arbeitsmarkt- und Berufsforschung 1 IAB-Discussion Paper 1 IEEE transactions on engineering management : EM 1 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 1 IRZ : Zeitschrift für internationale Rechnungslegung 1 IU Discussion Papers - Business & Management 1 IU discussion papers - Business & Management 1 IZA Discussion Papers 1 Information systems management 1 Intelligent systems in accounting finance and management : international journal 1 International journal of forecasting 1 International journal of hospitality management 1 International journal of human resource management 1 International journal of production economics 1 International journal of strategic property management 1
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Source
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ECONIS (ZBW) 71 EconStor 13
Showing 1 - 10 of 84
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Explainable AI interviews and organizational attractiveness : the roles of perceived organizational support and innovativeness
Zhou, Qianfu; Wu, Chia-Huei; Long, Huizhen; Zhang, Xin - In: Administrative Sciences : open access journal 16 (2026) 3, pp. 1-19
role of AI interview explainability in shaping applicants' evaluations of organizations. It proposes that explainability … higher perceived explainability of AI interviews is associated with stronger perceptions of organizational support and …
Persistent link: https://www.econbiz.de/10015633995
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Vertrauen als Engpass und Hebel: Warum Financial Wellbeing in Deutschland ohne Trust nicht skaliert und was die Akzeptanzforschung zu digitaler, persönlichkeitsbasierter Finanzberatung daraus ableitet
Dulgeridis, Marcel; Kahl, Axel - 2026
Financial wellbeing refers to managing money confidently, achieving personal goals, and buffering financial risks. Representative evidence for Germany indicates substantial strain: 52% experience financial worries at least weekly, 27% report lacking an overview of their finances, and the...
Persistent link: https://www.econbiz.de/10015614578
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An intelligent Digital Twin based on machine learning for interpretable decision-making in manufacturing
Genetti, Stefano; Scarton, Giorgio; Formentini, Marco; … - In: International journal of production economics 291 (2026), pp. 1-18
Persistent link: https://www.econbiz.de/10015604690
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Vertrauen als Engpass und Hebel : warum Financial Wellbeing in Deutschland ohne Trust nicht skaliert und was die Akzeptanzforschung zu digitaler, persönlichkeitsbasierter Finanzberatung daraus ableitet
Dulgeridis, Marcel; Kahl, Axel - 2026
Financial wellbeing refers to managing money confidently, achieving personal goals, and buffering financial risks. Representative evidence for Germany indicates substantial strain: 52% experience financial worries at least weekly, 27% report lacking an overview of their finances, and the...
Persistent link: https://www.econbiz.de/10015612384
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Risk-informed machine learning models for renewal classification in motor insurance
Boonkrong, Pichit; Yang, Junwei; Huang, Xueyuan; … - In: Risks : open access journal 14 (2026) 3, pp. 1-22
highly competitive with fully automated systems. Integrating a SHAP-based explainability layer quantifies predictor influence …
Persistent link: https://www.econbiz.de/10015639023
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Aligned explanations in neural networks
Lobet, Corentin; Chiaromonte, Francesca - 2026
As artificial intelligence increasingly drives critical decisions, the ability to genuinely explain how neural networks make predictions is essential for trust. Yet, most current explanation methods offer post-hoc rationalizations rather than guaranteeing a true reflection of the model's...
Persistent link: https://www.econbiz.de/10015644225
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Uncovering ESG ratings : the (im)balance of aspirational and performance features
Ferro, Andrea; Marazzina, Daniele; Stocco, Davide - In: Corporate social responsibility and environmental management 32 (2025) 5, pp. 5895-5917
Persistent link: https://www.econbiz.de/10015455964
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Ethical integration in public sector AI : the case of algorithmic systems in the public employment service in Germany
Bauer, Bernhard; Mühlbauer, Sabrina; Schlögl-Flierl, … - 2025
This article addresses the ethical design of artificial intelligence (AI) in the public sector, with a particular focus on Public Employment Services (PES). While AI is increasingly employed to streamline administrative processes and improve service delivery, its application in employment...
Persistent link: https://www.econbiz.de/10015461870
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Fraud detection at eBay
Rao, Susie Xi; Han, Zhichao; Yin, Hang; Jiang, Jiawei; … - In: Emerging markets review 66 (2025), pp. 1-38
Persistent link: https://www.econbiz.de/10015412099
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On enhancing the explainability and fairness of tree ensembles
Carrizosa, Emilio; Kurishchenko, Kseniia; Romero … - In: European journal of operational research : EJOR 323 (2025) 2, pp. 599-608
Persistent link: https://www.econbiz.de/10015416178
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