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  • Search: subject:"explainable artificial intelligence"
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Year of publication
Subject
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Künstliche Intelligenz 116 Artificial intelligence 115 Explainable artificial intelligence 66 Forecasting model 37 Prognoseverfahren 37 explainable artificial intelligence 25 Machine learning 24 Explainable Artificial Intelligence 23 Theorie 23 Theory 23 Neural networks 14 Neuronale Netze 14 machine learning 12 Interpretable machine learning 9 Learning process 9 Lernprozess 9 Machine Learning 9 explainable artificial intelligence (XAI) 9 Credit risk 8 Explainable artificial intelligence (XAI) 8 Kreditrisiko 8 Management information system 8 Management-Informationssystem 8 Consumer behaviour 7 Deep learning 7 Expert system 7 Expertensystem 7 Konsumentenverhalten 7 Credit rating 6 Design science research 6 Kreditwürdigkeit 6 Risikomanagement 6 Risk management 6 SHAP values 6 Virtual currency 6 Virtuelle Währung 6 Algorithm 5 Algorithmus 5 Cognition 5 Coronavirus 5
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Online availability
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Free 95 Undetermined 57 CC license 19
Type of publication
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Article 138 Book / Working Paper 15 Other 2
Type of publication (narrower categories)
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Article in journal 109 Aufsatz in Zeitschrift 109 Article 26 Graue Literatur 11 Non-commercial literature 11 Working Paper 11 Arbeitspapier 8 research-article 2 Aufsatz im Buch 1 Aufsatzsammlung 1 Book section 1 Conference paper 1 Hochschulschrift 1 Konferenzbeitrag 1 Research Report 1
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Language
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English 149 German 6
Author
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Hinz, Oliver 14 Ghosh, Indranil 8 Bauer, Kevin 7 Weber, Patrick 5 Alfaro-Cortés, Esteban 4 Chen, Toly 4 Gámez, Matías 4 Westgaard, Sjur 4 Zahn, Moritz von 4 Carl, K. Valerie 3 Förster, Maximilian 3 García-Rubio, Noelia 3 Herm, Lukas-Valentin 3 Jabeur, Sami Ben 3 Jana, Rabin K. 3 Janiesch, Christian 3 Klier, Mathias 3 Melsom, Borger 3 Vennerød, Christian Bakke 3 Wang, Yu-Cheng 3 von Zahn, Moritz 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 Cho, Soohyun 2 De Bock, Koen W. 2 Debener, Jörn 2 Hügel, Christian 2 Hühne, Christian 2
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Published in...
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Finance research letters 7 European journal of operational research : EJOR 6 International review of financial analysis 6 AStA Advances in Statistical Analysis 5 Electronic Markets 5 International journal of production research 3 Journal of decision systems 3 Risks : open access journal 3 Technological forecasting & social change : an international journal 3 Business & Information Systems Engineering 2 Computational economics 2 Energy economics 2 FinTech 2 International business review 2 Journal of Intelligent Manufacturing 2 Journal of business analytics 2 Management Review Quarterly 2 Research paper series / Swiss Finance Institute 2 SAFE Working Paper 2 SAFE working paper 2 Supply chain analytics 2 Transfer : Zeitschrift für Kommunikation und Markenmanagement 2 Transportation research : an international journal 2 Working papers 2 Agricultural Systems 1 Annals of Operations Research 1 Applied economics letters 1 Benchmarking : an international journal 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 Deutsche Bundesbank Discussion Paper 1 Discussion paper 1 Economics letters 1 Economies 1 Economies : open access journal 1 HMD Praxis der Wirtschaftsinformatik 1
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Source
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ECONIS (ZBW) 121 EconStor 30 BASE 2 Other ZBW resources 2
Showing 1 - 10 of 155
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Capturing short- and long-term temporal dependencies using Bahdanau-enhanced fused attention model for financial data : an explainable AI approach
Khansama, Rasmi Ranjan; Priyadarshini, Rojalina; Nanda, … - In: FinTech 5 (2026) 1, pp. 1-38
Explainable Artificial Intelligence (XAI) techniques, namely Integrated Gradients, SHapley Additive exPlanations (SHAP), and …
Persistent link: https://www.econbiz.de/10015628752
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Interpretable multi-model framework for early warning of SME loan delinquency
Akhmetova, Ardak; Shayakhmetova, Assem; Abdurakhmanov, … - In: Risks : open access journal 14 (2026) 2, pp. 1-15
The rapid expansion of small and medium enterprise (SME) lending has intensified the need for accurate and interpretable credit risk forecasting. Financial institutions must anticipate potential business loan delinquency to maintain portfolio stability and meet regulatory standards. This study...
Persistent link: https://www.econbiz.de/10015614113
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Temporal and spatial crop diversity are related and affected by farm and landscape configurations
Schiller, Josepha; Jänicke, Clemens; Reckling, Moritz; … - In: Agricultural Systems 234 (2026), pp. 1-13
CONTEXT: Numerous studies underscore the importance of temporal and spatial diversification in cropping systems for enhancing agricultural resilience under growing uncertainty. OBJECTIVE: Although positive effects of crop diversification have been widely reported, the factors influencing...
Persistent link: https://www.econbiz.de/10015619710
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Credit risk assessment with stacked machine learning
Columba, Francesco; Cugliari, Manuel; Di Virgilio, Stefano - 2026
Persistent link: https://www.econbiz.de/10015562268
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A hierarchical signal-to-policy learning framework for risk-aware portfolio optimization
Yu, Jiayang; Chang, Kuo-Chu - In: International Journal of Financial Studies : open … 14 (2026) 3, pp. 1-41
This study proposes a hierarchical signal-to-policy learning framework for risk-aware portfolio optimization that integrates model-based return forecasting, explainable machine learning, and deep reinforcement learning (DRL) within a unified architecture. In the first stage, next-period returns...
Persistent link: https://www.econbiz.de/10015644313
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Modeling structural deviation in 10-K risk factors : a semantic anomaly detection and explainable AI approach
Sun, Fang; He, Shuangjiang; Wang, Ruiqi; Ke, Lingyun; … - In: Risks : open access journal 14 (2026) 4, pp. 1-25
disclosure using sentence embeddings, multivariate anomaly detection, and explainable artificial intelligence. Prior research …
Persistent link: https://www.econbiz.de/10015640229
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Predicting consumer ad preferences : leveraging a machine learning approach for EDA and FEA neurophysiological metrics
Lobo Marques, Joao Alexandre; Neto, Andreia C.; Silva, … - In: Psychology & marketing 42 (2025) 1, pp. 175-192
Persistent link: https://www.econbiz.de/10015372972
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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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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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