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  • Search: subject:"Explainable artificial intelligence"
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Year of publication
Subject
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Künstliche Intelligenz 86 Artificial intelligence 85 Explainable artificial intelligence 56 Forecasting model 24 Prognoseverfahren 24 Machine learning 22 Theorie 17 Theory 17 explainable artificial intelligence 16 Explainable Artificial Intelligence 15 Neural networks 11 Neuronale Netze 11 Interpretable machine learning 8 Consumer behaviour 7 Expert system 7 Expertensystem 7 Konsumentenverhalten 7 Management information system 7 Management-Informationssystem 7 explainable artificial intelligence (XAI) 7 machine learning 6 Algorithm 5 Algorithmus 5 Coronavirus 5 Credit rating 5 Credit risk 5 Deep learning 5 Design science research 5 Feature importance 5 Finance 5 Interpretability 5 Kreditrisiko 5 Kreditwürdigkeit 5 SHAP values 5 Data science 4 Feature selection 4 Finanzsektor 4 Finanztechnologie 4 Learning process 4 Lernprozess 4
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Online availability
All
Free 70 Undetermined 44 CC license 8
Type of publication
All
Article 104 Book / Working Paper 11 Other 2
Type of publication (narrower categories)
All
Article in journal 82 Aufsatz in Zeitschrift 82 Article 20 Graue Literatur 9 Non-commercial literature 9 Working Paper 9 Arbeitspapier 7 research-article 2 Aufsatzsammlung 1 Conference paper 1 Hochschulschrift 1 Konferenzbeitrag 1
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Language
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English 111 German 6
Author
All
Hinz, Oliver 12 Ghosh, Indranil 8 Bauer, Kevin 5 Weber, Patrick 5 Alfaro-Cortés, Esteban 4 Gámez, Matías 4 Westgaard, Sjur 4 Carl, K. Valerie 3 Förster, Maximilian 3 García-Rubio, Noelia 3 Herm, Lukas-Valentin 3 Jana, Rabin K. 3 Janiesch, Christian 3 Klier, Mathias 3 Melsom, Borger 3 Vennerød, Christian Bakke 3 Zahn, Moritz von 3 Abdel-Karim, Benjamin M. 2 Anderson, David 2 Baklanova, Valeriia 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 De Bock, Koen W. 2 Debener, Jörn 2 Hügel, Christian 2 Hühne, Christian 2 Jabeur, Sami Ben 2 Kersting, Kristian 2 Kriebel, Johannes 2 Kurkin, Aleksei 2
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Published in...
All
Finance research letters 7 European journal of operational research : EJOR 6 AStA Advances in Statistical Analysis 5 International review of financial analysis 5 Decision analytics journal 4 Electronic Markets 4 Electronic markets : EM ; the international journal of electronic commerce and business media 4 International journal of production research 3 Technological forecasting & social change : an international journal 3 International business review 2 Journal of Intelligent Manufacturing 2 Journal of business analytics 2 Journal of decision systems 2 MIS quarterly 2 Management Review Quarterly 2 Research paper series / Swiss Finance Institute 2 Transfer : Zeitschrift für Kommunikation und Markenmanagement 2 Transportation research : an international journal 2 Working papers 2 Applied economics letters 1 Benchmarking : an international journal 1 Business & Information Systems Engineering 1 Business & information systems engineering 1 China Finance Review International 1 China finance review international 1 Computers & operations research : an international journal 1 Computers & operations research : and their applications to problems of world concern ; an international journal 1 Data Technologies and Applications 1 Discussion paper 1 Economics letters 1 Economies : open access journal 1 Energy economics 1 HMD Praxis der Wirtschaftsinformatik 1 Health care management science : a new journal serving the international health care management community 1 Human resource management review 1 Industrial marketing management : the international journal for industrial and high-tech firms 1 Information Systems Frontiers 1 Information systems research : ISR 1 International Journal of Selection and Assessment 1 International journal of accounting information systems 1
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Source
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ECONIS (ZBW) 91 EconStor 22 BASE 2 Other ZBW resources 2
Showing 1 - 10 of 117
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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