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  • Search: subject:"explainable machine learning"
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Year of publication
Subject
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Artificial intelligence 23 Künstliche Intelligenz 23 Explainable machine learning 10 explainable machine learning 10 Forecasting model 8 Prognoseverfahren 8 Theorie 5 Theory 5 Estimation 4 Schätzung 4 Credit risk 3 Explainable Machine Learning 3 Insolvency 3 Insolvenz 3 Kreditrisiko 3 Risikomanagement 3 Risk management 3 Algorithm 2 Algorithmus 2 China 2 Comprehensible artificial intelligence 2 Comprehensible machine learning 2 Credit rating 2 Explainable artificial intelligence 2 Financial crisis 2 Finanzkrise 2 Kreditwürdigkeit 2 Literature review 2 Machine Learning 2 Neural networks 2 Neuronale Netze 2 Regression analysis 2 Regressionsanalyse 2 Welt 2 World 2 XAI 2 accountability gap 2 computer vision 2 customer profiling 2 non-life insurance 2
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Online availability
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Undetermined 13 Free 12 CC license 3
Type of publication
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Article 20 Book / Working Paper 5
Type of publication (narrower categories)
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Article in journal 18 Aufsatz in Zeitschrift 18 Graue Literatur 5 Non-commercial literature 5 Arbeitspapier 4 Working Paper 4 Article 2 Aufsatzsammlung 1 Hochschulschrift 1
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Language
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English 25
Author
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Brasse, Julia 2 Broder, Hanna Rebecca 2 Förster, Maximilian 2 Gramegna, Alex 2 Guidici, Paolo 2 Klier, Mathias 2 Lindenthal, Thies 2 Nagl, Maximilian 2 Rösch, Daniel 2 Sigler, Irina 2 Wan, Wayne Xinwei 2 An, Na 1 Bastos, João A. 1 Bauer, Kevin 1 Biecek, Przemysław 1 Bücker, Michael 1 Chen, Ruhao 1 Chen, Shuning 1 Cook, Samantha 1 Ernst, Jakob 1 Feindt, Michael 1 Fu, Jiayan 1 Gosiewska, Alicja 1 Hahn, Martin 1 He, Ling-Yang 1 Hinz, Oliver 1 Huang, Chenyu 1 Kar, Arpan Kumar 1 Kellner, Ralf 1 Kerzel, Ulrich 1 Kijewski, Mateusz 1 Konovalova, Iuliia 1 Lai, Ka Yan 1 Li, Chengzhang 1 Li, Degao 1 Li, Lu 1 Lis, Szymon 1 Liu, Jiajia 1 Liu, Jiaming 1 Liu, Li 1
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Published in...
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Journal of forecasting 2 Applied economics 1 Benchmarking : an international journal 1 Discussion paper 1 Electronic Markets 1 Energy policy : the international journal of the political, economic, planning, environmental and social aspects of energy 1 European journal of operational research : EJOR 1 International review of financial analysis 1 Journal of banking & finance 1 Journal of management science and engineering 1 Journal of the Operational Research Society 1 Journal of urban management 1 Operations research forum 1 Quantitative finance 1 Real estate economics 1 Risks 1 Risks : open access journal 1 SAFE working paper 1 The journal of risk model validation 1 Tourism Management Perspectives 1 Working paper series 1 Working papers 1
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Source
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ECONIS (ZBW) 23 EconStor 2
Showing 1 - 10 of 25
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Is CSR a leading indicator of corporate restructuring performance? : evidence from explainable machine learning
He, Ling-Yang; Wang, Yuting - In: Journal of management science and engineering 11 (2026) 1, pp. 20-36
-restructuring performance through a reward-punishment framework and empirically assesses its predictive power using explainable machine learning …
Persistent link: https://www.econbiz.de/10015637497
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Bridging analytics and policy : AI-enabled dynamic line rating and large language model-assisted recommendations to optimize power sector planning and operation
Sayed-Mouchaweh, Moamar - 2025
Persistent link: https://www.econbiz.de/10015481615
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Associating COVID-19 prevalence and built environment design : an explainable machine learning approach
Qiao, Qingyao; Ren, Chongyang; Chen, Shuning; … - In: Journal of urban management 14 (2025) 2, pp. 342-361
explainable machine learning (EML) models associating COVID-19 prevalence with architectural design controlling for other built …
Persistent link: https://www.econbiz.de/10015414999
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Analysis of geopolitical risk impacts on crude oil volatility with an explainable machine learning approach : China versus the USA
Liu, Li; Li, Lu; Li, Degao; Tang, Linjun - In: Applied economics 58 (2026) 17, pp. 3305-3322
Persistent link: https://www.econbiz.de/10015638115
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Testing machine learning systems in real estate
Wan, Wayne Xinwei; Lindenthal, Thies - In: Real estate economics 51 (2023) 3, pp. 754-778
Persistent link: https://www.econbiz.de/10014253865
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Explainable artificial intelligence in information systems: A review of the status quo and future research directions
Brasse, Julia; Broder, Hanna Rebecca; Förster, Maximilian - In: Electronic Markets 33 (2023) 1
The quest to open black box artificial intelligence (AI) systems evolved into an emerging phenomenon of global interest for academia, business, and society and brought about the rise of the research field of explainable artificial intelligence (XAI). With its pluralistic view, information...
Persistent link: https://www.econbiz.de/10015210598
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Explainable artificial intelligence in information systems : a review of the status quo and future research directions
Brasse, Julia; Broder, Hanna Rebecca; Förster, Maximilian - 2023
Persistent link: https://www.econbiz.de/10014283106
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A comprehensive explainable approach for imbalanced financial distress prediction
Chen, Ruhao; Lu, Tong-Yu; Min, Jiyuan; Xu, Wenfu - In: The journal of risk model validation 19 (2025) 3, pp. 1-32
Persistent link: https://www.econbiz.de/10015459875
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Statistical and machine learning for credit and market risk management
Nagl, Maximilian - 2022
Persistent link: https://www.econbiz.de/10012880193
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Risk factor aggregation and stress testing
Packham, Natalie - In: Quantitative finance 24 (2024) 9, pp. 1327-1340
Persistent link: https://www.econbiz.de/10015196926
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