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  • Search: subject:"explainability"
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Year of publication
Subject
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Artificial intelligence 40 Künstliche Intelligenz 39 Explainability 38 explainability 26 Theorie 19 Theory 19 machine learning 15 Machine learning 10 Forecasting model 8 Prognoseverfahren 8 Neural networks 7 Neuronale Netze 7 Artificial Intelligence 5 Credit rating 5 Decision 5 Entscheidung 5 Ethics 5 Ethik 5 Kreditwürdigkeit 5 artificial intelligence 5 AI 4 Algorithm 4 Algorithmus 4 Confidence 4 Credit risk 4 Fairness 4 Gerechtigkeit 4 Interpretability 4 Justice 4 Kreditrisiko 4 Lieferkette 4 Supply chain 4 Vertrauen 4 transparency 4 Business ethics 3 Data protection 3 Datenschutz 3 Decision tree 3 Deep learning 3 Ethical AI 3
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Online availability
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Free 40 Undetermined 29 CC license 8
Type of publication
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Article 61 Book / Working Paper 10
Type of publication (narrower categories)
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Article in journal 52 Aufsatz in Zeitschrift 52 Article 9 Working Paper 7 Arbeitspapier 5 Graue Literatur 5 Non-commercial literature 5
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Language
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English 69 German 2
Author
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Brintrup, Alexandra 3 Hartman, Brian 3 Kosasih, Edward Elson 3 Matthews, Spencer 3 Baryannis, George 2 Bauer, Bernhard 2 Breitner, Michael H. 2 Carrizosa, Emilio 2 Chukhrova, Nataliya 2 Gerlach, Jana 2 Gronau, Norbert 2 Hoppe, Paul 2 Jagels, Sarah 2 Johannssen, Arne 2 Kasy, Maximilian 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 Baldassarre, Luca 1 Ben Yahia, Sadok 1 Benson, Vladlena 1 Bergmeir, Christoph 1 Bhattacharya, Sudeshna 1 Bolander, Thomas 1
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Published in...
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European journal of operational research : EJOR 4 International journal of production research 4 Finance research letters 3 Risks : open access journal 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 Annals of actuarial science 1 Argumenta oeconomica 1 Bank of Japan working paper series 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 / IZA 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 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 strategic property management 1 Journal of banking regulation 1 Journal of business analytics 1 Journal of consumer behaviour 1 Journal of digital banking 1 Journal of forecasting 1 Journal of management & governance 1 Journal of management information systems : JMIS 1
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Source
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ECONIS (ZBW) 60 EconStor 11
Showing 1 - 10 of 71
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A flexible soft nonlinear quantile-based regression model
Hesamian, Gholamreza; Johannssen, Arne; Chukhrova, Nataliya - In: Fuzzy Optimization and Decision Making 24 (2025) 1, pp. 129-153
explainability/interpretability of the model. In particular, we embed fuzzy quantiles into nonlinear regression analysis with crisp …
Persistent link: https://www.econbiz.de/10015436619
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Explaining transformer-based next activity prediction by using attention scores
Käppel, Martin; Ackermann, Lars; Jablonski, Stefan; … - In: Process Science 2 (2025) 1
Predictive business process monitoring aims to enhance process execution by providing real-time predictions about the future evolution of a process instance. In recent years, several deep learning approaches have been established as state of the art for various predictive tasks, including those...
Persistent link: https://www.econbiz.de/10015439272
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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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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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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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The crucial role of explainable artificial intelligence (XAI) in improving health care management
Johannssen, Arne; Chukhrova, Nataliya - In: Health Care Management Science 28 (2025) 3, pp. 565-570
This current opinion explores the transformative potential of explainable artificial intelligence (XAI) for health care management systems. While AI has already demonstrated substantial benefits in clinical decision-making, operational efficiency and patient outcomes, its adoption is often...
Persistent link: https://www.econbiz.de/10015506601
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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/10015487138
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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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AI Governance Handbook : A Practical Guide for Enterprise AI Adoption
Gregory, Sunil; Sircar, Anindya - 2025
Chapter 1: Artificial Intelligence: A foundation -- Chapter 2: Artificial Intelligence and the Rule of Law -- Chapter 3: Enterprise AI: Strategic Guardrail -- Chapter 4: Enterprise AI: Ethical Guardrail -- Chapter 5: Enterprise AI: Legal Guardrail -- Chapter 6: Enterprise AI: Regulatory...
Persistent link: https://www.econbiz.de/10015443953
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The Political Economy of AI: Towards Democratic Control of the Means of Prediction
Kasy, Maximilian - 2024
governance, (iii) value alignment and the impending robot apocalypse, (iv) explainability and accountability for automated …
Persistent link: https://www.econbiz.de/10014533823
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