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  • Search: subject:"explainable AI"
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Year of publication
Subject
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Artificial intelligence 43 Künstliche Intelligenz 43 Explainable AI 40 explainable AI 18 Machine learning 15 Forecasting model 14 Prognoseverfahren 14 Theorie 13 Theory 13 machine learning 8 Credit risk 5 Neural networks 5 Neuronale Netze 5 Ethics 4 Financial services 4 Finanzdienstleistung 4 Kreditrisiko 4 Risikomanagement 4 Risk management 4 SHAP 4 Algorithm 3 Algorithmus 3 Artificial Intelligence 3 Bank lending 3 Classification 3 Deep learning 3 Explainable AI (XAI) 3 Forecast 3 Game theory 3 Klassifikation 3 Kreditgeschäft 3 Lieferkette 3 Prognose 3 Random forest 3 Social Web 3 Social web 3 Spieltheorie 3 Supply chain 3 Time series analysis 3 Zeitreihenanalyse 3
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Online availability
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Free 34 Undetermined 28 CC license 6
Type of publication
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Article 53 Book / Working Paper 11
Type of publication (narrower categories)
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Article in journal 46 Aufsatz in Zeitschrift 46 Working Paper 7 Arbeitspapier 5 Article 5 Graue Literatur 5 Non-commercial literature 5 Aufsatz im Buch 1 Aufsatzsammlung 1 Book section 1 Konferenzschrift 1 viewpoint 1
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Language
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English 64
Author
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Ranta, Mikko 3 Ylinen, Mika 3 Binder, Markus 2 Bone-Winkel, Gero Friedrich 2 Budría, Santiago 2 Cesario, Alfredo 2 Cheung, Ka Shing 2 Clausen, Sünje 2 Delen, Dursun 2 Fermé, Eduardo 2 Freitas, Diogo Nuno 2 Ghosh, Indranil 2 Gryz, Jarek 2 Heinrich, Bernd 2 Hofeditz, Lennart 2 Hopf, Marcus 2 Jana, Rabin K. 2 Kanavos, Stathis 2 Kostopoulou, Konstantina 2 Krantz, Sebastian 2 Kyriazakos, Sophoklēs 2 Masso, Jaan 2 Matikas, George 2 Mirbabaie, Milad 2 Pnevmatikakis, Aristodemos 2 Rieß, Alexander 2 Rojszczak, Marcin 2 Schiller, Alexander 2 Sharma, Rajesh 2 Sharma, Shakshi 2 Soviany, Cristina 2 Stieglitz, Stefan 2 Sõna, Sander 2 Tutun, Salih 2 Vahter, Priit 2 Yigitcanlar, Tan 2 Abedin, Mohammad Zoynul 1 Agarwal, Shivam 1 Ahmed, Abdulaziz 1 Ali, Syed Juned 1
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Institution
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International Conference on Frontiers of AI, Ethics, and Multidisciplinary Applications <1., 2023, Athen> 1
Published in...
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Finance research letters 4 Electronic markets : EM ; the international journal of electronic commerce and business media 3 Technological forecasting & social change : an international journal 3 Digital finance : smart data analytics, investment innovation, and financial technology 2 Electronic Markets 2 Quantitative finance 2 Artificial Intelligence, Finance, and Sustainability : Economic, Ecological, and Ethical Implications 1 Bank of Japan working paper series 1 Business & information systems engineering 1 Business ethics quarterly : the journal of the Society for Business Ethics 1 Computational economics 1 Corporate governance : international journal of business in society 1 Decision sciences 1 Digital Finance 1 Discussion paper series / IZA 1 Frontiers of Artificial Intelligence, Ethics and Multidisciplinary Applications 1 Fuzzy optimization and decision making : a journal of modeling and computation under uncertainty 1 Games 1 Health care management science : a new journal serving the international health care management community 1 IEEE transactions on engineering management : EM 1 INFORMS journal on applied analytics 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 International journal of contemporary hospitality management 1 International journal of forecasting 1 International journal of production research 1 International review of financial analysis 1 Internet Policy Review 1 Internet policy review : journal on internet regulation 1 Journal of Property Investment & Finance 1 Journal of business analytics 1 Journal of business research : JBR 1 Journal of decision systems 1 Journal of derivatives and quantitative studies : Seonmul yeongu 1 Journal of digital banking 1 Journal of innovation & knowledge : JIK 1 Journal of management information systems : JMIS 1 Journal of payments strategy & systems 1 Journal of property investment & finance 1 Journal of real estate research : JRER ; a publication of the American Real Estate Society 1
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Source
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ECONIS (ZBW) 55 EconStor 8 Other ZBW resources 1
Showing 1 - 10 of 64
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Money management difficulty, customer protection and the detection of early-stage dementia
Agarwal, Shivam; Muckley, Cal - 2025
Persistent link: https://www.econbiz.de/10015197975
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Toward proactive policy design : identifying "to-be" energy-poor households using Shap for early intervention
Budría, Santiago; Fermé, Eduardo; Freitas, Diogo Nuno - 2025
Identifying at-risk populations is essential for designing effective energy poverty interventions. Using data from the HILDA Survey, a longitudinal dataset representative of the Australian population, and a multidimensional index of energy poverty, we develop a machine learning model combined...
Persistent link: https://www.econbiz.de/10015196895
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Toward Proactive Policy Design: Identifying 'To-Be' Energy-Poor Households Using Shap for Early Intervention
Budría, Santiago; Fermé, Eduardo; Freitas, Diogo Nuno - 2025
Identifying at-risk populations is essential for designing effective energy poverty interventions. Using data from the HILDA Survey, a longitudinal dataset representative of the Australian population, and a multidimensional index of energy poverty, we develop a machine learning model combined...
Persistent link: https://www.econbiz.de/10015338963
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Environmental, social and governance controversies and systematic risk : a machine learning approach
Shakil, Mohammad Hassan; Pollestad, Arne Johan; Kyaw, Khine - In: Finance research letters 75 (2025), pp. 1-10
Persistent link: https://www.econbiz.de/10015408417
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An integrated model to evaluate the transparency in predicting employee churn using explainable artificial intelligence
Chaudhary, Meenu; Gaur, Loveleen; Chakrabarti, Amlan; … - In: Journal of innovation & knowledge : JIK 10 (2025) 3, pp. 1-12
Recent studies focus on machine learning (ML) algorithms for predicting employee churn (ECn) to save probable economic loss, technology leakage, and customer and knowledge transference. However, can human resource professionals rely on algorithms for prediction? Can they decide when the process...
Persistent link: https://www.econbiz.de/10015412914
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Mapping Africa's infrastructure potential with geospatial big data and causal ML
Krantz, Sebastian - 2024
ML and explainable AI's potential to generate insights from geospatial data and assist spatial planning. …
Persistent link: https://www.econbiz.de/10015084746
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A study of "left against medical advice" emergency department patients : an optimized explainable artificial intelligence framework
Ahmed, Abdulaziz; Aram, Khalid Y.; Tutun, Salih; Delen, … - In: Health care management science : a new journal serving … 27 (2024) 4, pp. 485-502
Persistent link: https://www.econbiz.de/10015196694
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Predicting VIX with adaptive machine learning
Bai, Yunfei; Cai, Charlie X. - In: Quantitative finance 24 (2024) 12, pp. 1857-1873
Persistent link: https://www.econbiz.de/10015196976
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Predicting zombie firms after the COVID-19 pandemic using explainable artificial intelligence
Seo, Dongwook; Kim, Hyeong Joon; Mun, Seongjae - In: Journal of derivatives and quantitative studies : … 32 (2024) 4, pp. 266-285
profitability ("Zombie firms"). In particular, we adopt the Explainable AI ("XAI") approach to overcome the limitations of the …
Persistent link: https://www.econbiz.de/10015173786
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Improving credit risk assessment in P2P lending with explainable machine learning survival analysis
Bone-Winkel, Gero Friedrich - In: Digital finance : smart data analytics, investment … 6 (2024) 3, pp. 501-542
Persistent link: https://www.econbiz.de/10015078229
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