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  • Search: subject:"Explainable Artificial Intelligence"
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Year of publication
Subject
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Artificial intelligence 42 Künstliche Intelligenz 42 Explainable artificial intelligence 32 Machine learning 15 Forecasting model 13 Prognoseverfahren 13 Explainable Artificial Intelligence 12 explainable artificial intelligence 9 Theorie 8 Theory 8 Interpretable machine learning 7 Consumer behaviour 5 Design science research 5 Feature importance 5 Konsumentenverhalten 5 SHAP values 5 Credit rating 4 Interpretability 4 Kreditwürdigkeit 4 Machine Learning 4 Neural networks 4 Neuronale Netze 4 explainable artificial intelligence (XAI) 4 machine learning 4 Cognition 3 Coronavirus 3 Data science 3 EU-Staaten 3 Expert system 3 Expertensystem 3 Explainable Artificial Intelligence (XAI) 3 Finance 3 Finanztechnologie 3 Insolvency 3 Insolvenz 3 Kognition 3 Machine Learning (ML) 3 Review 3 Systematic literature review 3 XAI 3
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Online availability
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Free 70 CC license 8
Type of publication
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Article 57 Book / Working Paper 11 Other 2
Type of publication (narrower categories)
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Article in journal 37 Aufsatz in Zeitschrift 37 Article 20 Graue Literatur 9 Non-commercial literature 9 Working Paper 9 Arbeitspapier 7 Aufsatzsammlung 1 Conference paper 1 Hochschulschrift 1 Konferenzbeitrag 1
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Language
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English 66 German 4
Author
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Hinz, Oliver 12 Bauer, Kevin 5 Weber, Patrick 5 Carl, K. Valerie 3 Förster, Maximilian 3 Ghosh, Indranil 3 Klier, Mathias 3 Westgaard, Sjur 3 Zahn, Moritz von 3 Abdel-Karim, Benjamin M. 2 Alfaro-Cortés, Esteban 2 Anderson, David 2 Baum, Lorenz 2 Beckmann, Lars 2 Blesch, Kristin 2 Boden, Alexander 2 Bordekar, Harsh 2 Brasse, Julia 2 Broder, Hanna Rebecca 2 Brysch, Marco 2 Bucher, Andreas M. 2 Cersullo, Nicola 2 Chen, Johannes 2 Chen, Toly 2 Debener, Jörn 2 García-Rubio, Noelia 2 Gámez, Matías 2 Herm, Lukas-Valentin 2 Hügel, Christian 2 Hühne, Christian 2 Janiesch, Christian 2 Kersting, Kristian 2 Kriebel, Johannes 2 Loecher, Markus 2 Melsom, Borger 2 Pfeuffer, Nicolas 2 Philipp, Jens 2 Schramowski, Patrick 2 Shajalal, Md 2 Sigler, Irina 2
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Published in...
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AStA Advances in Statistical Analysis 5 Decision analytics journal 4 Electronic Markets 4 Electronic markets : EM ; the international journal of electronic commerce and business media 4 European journal of operational research : EJOR 2 International review of financial analysis 2 Journal of Intelligent Manufacturing 2 Management Review Quarterly 2 Research paper series / Swiss Finance Institute 2 Working papers 2 Business & Information Systems Engineering 1 Business & information systems engineering 1 Computers & operations research : an international journal 1 Discussion paper 1 Economics letters 1 Economies : open access journal 1 HMD Praxis der Wirtschaftsinformatik 1 Health care management science : a new journal serving the international health care management community 1 Information Systems Frontiers 1 Information systems research : ISR 1 International Journal of Selection and Assessment 1 International journal of accounting information systems 1 International journal of hospitality management 1 International journal of human resource management 1 Journal of Business Economics 1 Journal of Risk and Financial Management 1 Journal of business analytics 1 Journal of business economics : JBE 1 Journal of business research : JBR 1 Journal of decision systems 1 Journal of research in interactive marketing : interactive marketing and computer-mediated communication 1 Journal of risk and financial management : JRFM 1 Landscape Ecology 1 Management review quarterly 1 Quantitative finance and economics 1 Questioni di economia e finanza 1 Risks : open access journal 1 SAFE White Paper 1 SAFE Working Paper 1 SAFE white paper 1
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Source
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ECONIS (ZBW) 46 EconStor 22 BASE 2
Showing 1 - 10 of 70
Cover Image
Isolating location value using SHAP and interaction constraints
Mayer, Michael; Bourassa, Steven C.; Hoesli, Martin - 2025
Persistent link: https://www.econbiz.de/10015196768
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Using PLS-SEM and XAI for causal-predictive services marketing research
Goktas, Polat; Dirsehan, Taşkın - In: The journal of services marketing 39 (2025) 1, pp. 53-68
Persistent link: https://www.econbiz.de/10015207233
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Understand your decision rather than your model prescription : towards explainable deep learning approaches for commodity procurement
Rettinger, Moritz; Minner, Stefan; Birzl, Jenny - In: Computers & operations research : an international journal 175 (2025), pp. 1-18
Persistent link: https://www.econbiz.de/10015330420
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Predicting consumer ad preferences : leveraging a machine learning approach for EDA and FEA neurophysiological metrics
Lobo Marques, João Alexandre; Neto, Andreia C.; Silva, … - 2025
Persistent link: https://www.econbiz.de/10015372972
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The financial instability - monetary policy nexus : evidence from the FOMC minutes
Kanelis, Dimitrios; Kranzmann, Lars H.; Siklos, Pierre L. - 2025
We analyze how financial stability concerns discussed during Federal Open Market Committee (FOMC) meetings influence the Federal Reserve's monetary policy imple- mentation and communication. Utilizing large language models (LLMs) to analyze FOMC minutes from 1993 to 2022, we measure both...
Persistent link: https://www.econbiz.de/10015410650
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Higher crop rotational diversity in more simplified agricultural landscapes in Northeastern Germany
Schiller, Josepha; Jänicke, Clemens; Reckling, Moritz; … - In: Landscape Ecology 39 (2024) 4
Both crop rotational diversity and landscape diversity are important for ensuring resilient agricultural production and supporting biodiversity and ecosystem services in agricultural landscapes. However, the relationship between crop rotational diversity and landscape diversity is largely...
Persistent link: https://www.econbiz.de/10014516386
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Framework for human-XAI symbiosis : extended self from the dual-process theory perspective
Litvinova, Yulia; Mikalef, Patrick; Luo, Xin - In: Journal of business analytics 7 (2024) 4, pp. 224-255
Persistent link: https://www.econbiz.de/10015175437
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An explainable artificial intelligence model for predictive maintenance and spare parts optimization
Dereci, Ufuk; Tuzkaya, Gülfem - In: Supply chain analytics 8 (2024), pp. 1-9
strategy and emphasizes using analytics and data science. We propose an Explainable Artificial Intelligence (XAI) methodology …
Persistent link: https://www.econbiz.de/10015325122
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Deducing neighborhoods of classes from a fitted model
Gerharz, Alexander; Groll, Andreas; Schauberger, Gunther - In: AStA Advances in Statistical Analysis 108 (2024) 2, pp. 395-425
In this article, a new kind of interpretable machine learning method is presented, which can help to understand the partition of the feature space into predicted classes in a classification model using quantile shifts, and this way make the underlying statistical or machine learning model more...
Persistent link: https://www.econbiz.de/10015359564
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Maritime fuel price prediction of European ports using Least Square Boosting and Facebook Prophet : additional insights from explainable artificial intelligence
Ghosh, Indranil; De, Arijit - In: Transportation research : an international journal 189 (2024), pp. 1-29
Persistent link: https://www.econbiz.de/10015095437
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