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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...
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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 111 - 117 of 117
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Mining the determinants of review helpfulness: a novel approach using intelligent feature engineering and explainable AI
Kim, Jiho; Lee, Hanjun; Lee, Hongchul - In: Data Technologies and Applications 57 (2022) 1, pp. 108-130
, explainable artificial intelligence methodologies are used to identify the determinants for helpfulness. Findings The important …
Persistent link: https://www.econbiz.de/10014712800
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Shifts in consumer behavior towards organic products : theory-driven data analytics
Taghikhah, Firouzeh; Voinov, Alexey; Shukla, Nagesh; … - In: Journal of retailing and consumer services 61 (2021), pp. 1-12
Persistent link: https://www.econbiz.de/10012581868
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Significance, relevance and explainability in the machine learning age : an econometrics and financial data science perspective
Hoepner, Andreas G. F.; McMillan, David G.; Vivian, Andrew - In: The European journal of finance 27 (2021) 1/2, pp. 1-7
Persistent link: https://www.econbiz.de/10012424925
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Feature selection using stochastic approximation with Barzilai and Borwein non-monotone gains
Aksakalli, Vural; Yenice, Zeren D.; Malekipirbazari, Milad - In: Computers & operations research : and their … 132 (2021), pp. 1-14
Persistent link: https://www.econbiz.de/10012595743
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Explainable artificial intelligence : a gobal fast approach
Mayenberger, Daniel - In: Journal of risk management in financial institutions 14 (2020/2021) 3, pp. 287-300
Persistent link: https://www.econbiz.de/10012650490
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Unwrapping black box models: a case study in credit risk
Tejero Tabernero, Jorge
artificial intelligence, with numerous tools being proposed to gain an insight into the inner workings of these models. This type … may render the models uninterpretable. To overcome this issue a new field has emerged under the name of explainable …
Persistent link: https://www.econbiz.de/10013471823
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Cover Image
Unwrapping black box models: a case study in credit risk
Tejero Tabernero, Jorge
artificial intelligence, with numerous tools being proposed to gain an insight into the inner workings of these models. This type … may render the models uninterpretable. To overcome this issue a new field has emerged under the name of explainable …
Persistent link: https://www.econbiz.de/10013523644
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