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  • Search: subject:"Model interpretability"
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Year of publication
Subject
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Theorie 7 Theory 7 model interpretability 7 Artificial intelligence 6 Künstliche Intelligenz 6 Model interpretability 5 Forecasting model 4 Prognoseverfahren 4 Credit risk 3 Kreditrisiko 3 Learning 3 Learning process 3 Lernen 3 Lernprozess 3 machine learning 3 Credit rating 2 Generalized linear model 2 Insolvency 2 Insolvenz 2 Insurance claims prediction 2 Interaction detection 2 Kreditwürdigkeit 2 Machine learning 2 Neural network 2 Regression analysis 2 Regressionsanalyse 2 Shapley value 2 Shapley-Wert 2 credit scoring 2 Algorithm 1 Algorithmus 1 Anlageverhalten 1 Arbeitslosigkeit 1 Behavioural finance 1 Bergbau 1 Bond market 1 Business failure 1 CHAID 1 Capital income 1 Causal inference 1
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Online availability
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Free 7 Undetermined 6
Type of publication
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Article 11 Book / Working Paper 2
Type of publication (narrower categories)
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Article in journal 7 Aufsatz in Zeitschrift 7 Article 2 Aufsatz im Buch 2 Book section 2 Arbeitspapier 1 Conference paper 1 Graue Literatur 1 Konferenzbeitrag 1 Non-commercial literature 1 Working Paper 1
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Language
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English 12 Undetermined 1
Author
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Havrylenko, Yevhen 2 Heger, Julia 2 BOCK, K. W. DE 1 Bharodia, Nehalkumar 1 Buckmann, Marcus 1 Carmona, Pedro 1 Chen, Wei 1 Choi, Insu 1 Chokami, Amir Khorrami 1 Dwekat, Aladdin 1 Feng, Xiaohang 1 Hu, Hanwen 1 Joseph, Andreas 1 Katarikonda, Krishnaveni Tuggali 1 Kim, Woo Chang 1 Mardawi, Zeena 1 Mitra, Abhishek 1 POEL, D. VAN DEN 1 Patil, Sunil D. 1 Peng, Mike W. 1 Rabitti, Giovanni 1 Raubenheimer, Helgard G. 1 Richman, Ronald 1 Schutte, Willem Daniël 1 Srinivasan, Kannan 1 Stern, Elisheva R. 1 Toit, Hendrik Andries du 1 Vallarino, Arianna 1 Wansink, Jan-Douwe 1 Wüthrich, Mario V. 1 Zhang, Shunyuan 1
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Institution
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Faculteit Economie en Bedrijfskunde, Universiteit Gent 1
Published in...
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European Actuarial Journal 2 The journal of risk model validation 2 ASTIN bulletin : the journal of the International Actuarial Association 1 Artificial intelligence in marketing 1 Economic modelling 1 Opsearch : journal of the Operational Research Society of India 1 Research in international business and finance 1 Scandinavian actuarial journal 1 Selected Papers from the 10th International Conference on E-Business and Applications 2024 1 Staff working papers / Bank of England 1 Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 1
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Source
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ECONIS (ZBW) 10 EconStor 2 RePEc 1
Showing 1 - 10 of 13
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Forecasting China bond default with severe class-imbalanced data : a simple learning model with causal inference
Peng, Mike W.; Stern, Elisheva R.; Hu, Hanwen - In: Economic modelling 144 (2025), pp. 1-16
Persistent link: https://www.econbiz.de/10015195157
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Construction of rating systems using global sensitivity analysis : a numerical investigation
Vallarino, Arianna; Rabitti, Giovanni; Chokami, Amir … - In: ASTIN bulletin : the journal of the International … 54 (2024) 1, pp. 25-45
Persistent link: https://www.econbiz.de/10014485608
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LocalGLMnet : interpretable deep learning for tabular data
Richman, Ronald; Wüthrich, Mario V. - In: Scandinavian actuarial journal 2023 (2023) 1, pp. 71-95
Persistent link: https://www.econbiz.de/10013491052
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Detection of interacting variables for generalized linear models via neural networks
Havrylenko, Yevhen; Heger, Julia - In: European Actuarial Journal 14 (2023) 2, pp. 551-580
The quality of generalized linear models (GLMs), frequently used by insurance companies, depends on the choice of interacting variables. The search for interactions is time-consuming, especially for data sets with a large number of variables, depends much on expert judgement of actuaries, and...
Persistent link: https://www.econbiz.de/10015331765
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Detection of interacting variables for generalized linear models via neural networks
Havrylenko, Yevhen; Heger, Julia - In: European Actuarial Journal 14 (2023) 2, pp. 551-580
The quality of generalized linear models (GLMs), frequently used by insurance companies, depends on the choice of interacting variables. The search for interactions is time-consuming, especially for data sets with a large number of variables, depends much on expert judgement of actuaries, and...
Persistent link: https://www.econbiz.de/10015406304
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An interpretable machine learning workflow with an application to economic forecasting
Buckmann, Marcus; Joseph, Andreas - 2022
Persistent link: https://www.econbiz.de/10013286828
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A transparent single financial asset trading framework via reinforcement learning
Choi, Insu; Kim, Woo Chang - In: Selected Papers from the 10th International Conference …, (pp. 72-79). 2024
Persistent link: https://www.econbiz.de/10015063634
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Marketing through the machine's eyes : image analytics and interpretability
Feng, Xiaohang; Zhang, Shunyuan; Srinivasan, Kannan - In: Artificial intelligence in marketing, (pp. 217-237). 2023
Persistent link: https://www.econbiz.de/10014307154
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Shapley values as an interpretability technique in credit scoring
Toit, Hendrik Andries du; Schutte, Willem Daniël; … - In: The journal of risk model validation 17 (2023) 4, pp. 21-47
Persistent link: https://www.econbiz.de/10014485964
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No more black boxes! : explaining the predictions of a machine learning XGBoost classifier algorithm in business failure
Carmona, Pedro; Dwekat, Aladdin; Mardawi, Zeena - In: Research in international business and finance 61 (2022), pp. 1-18
Persistent link: https://www.econbiz.de/10014246624
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