EconBiz - Find Economic Literature
    • Logout
    • Change account settings
  • A-Z
  • Beta
  • About EconBiz
  • News
  • Thesaurus (STW)
  • Academic Skills
  • Help
  •  My account 
    • Logout
    • Change account settings
  • Login
EconBiz - Find Economic Literature
Publications Events
Search options
Advanced Search history
My EconBiz
Favorites Loans Reservations Fines
    You are here:
  • Home
  • Search: subject:"interpretability"
Narrow search

Narrow search

Year of publication
Subject
All
Artificial intelligence 78 Künstliche Intelligenz 76 Theorie 70 Theory 70 Forecasting model 56 Interpretability 56 Prognoseverfahren 56 interpretability 43 Machine learning 32 machine learning 27 Credit rating 15 Kreditwürdigkeit 15 Credit risk 14 Kreditrisiko 13 Classification 12 Klassifikation 11 Learning process 11 Lernprozess 11 Mathematical programming 11 Mathematische Optimierung 11 Time series analysis 11 Zeitreihenanalyse 11 Algorithm 10 Algorithmus 10 Deep learning 9 Regression analysis 9 Regressionsanalyse 9 artificial intelligence 9 model interpretability 9 deep learning 8 Credit scoring 7 Learning 7 Lernen 7 Causality analysis 6 Consumer behaviour 6 Estimation theory 6 Forecast 6 Kausalanalyse 6 Konsumentenverhalten 6 Machine Learning 6
more ... less ...
Online availability
All
Undetermined 77 Free 71 CC license 10
Type of publication
All
Article 115 Book / Working Paper 30 Other 5
Type of publication (narrower categories)
All
Article in journal 103 Aufsatz in Zeitschrift 103 Working Paper 27 Graue Literatur 23 Non-commercial literature 23 Arbeitspapier 22 Article 7 Aufsatz im Buch 3 Book section 3 Amtsdruckschrift 1 Conference paper 1 Government document 1 Konferenzbeitrag 1
more ... less ...
Language
All
English 146 Undetermined 3 German 1
Author
All
Carbó, José Manuel 7 Alonso, Andrés 6 Carrizosa, Emilio 4 Romero Morales, María Dolores 4 Bourassa, Steven C. 3 Ciocan, Dragos Florin 3 Gorjón, Sergio 3 Hoesli, Martin 3 Jarmulska, Barbara 3 Martin-Barragan, Belen 3 Mayer, Michael 3 Scognamiglio, Donato 3 Balvert, Marleen 2 Bertsimas, Dimitris 2 Chen, Changdong 2 Chi, Guotai 2 Graeber, Daniel 2 Guégan, Dominique 2 Havrylenko, Yevhen 2 Heger, Julia 2 Hyndman, Rob J. 2 Izumi, Kiyoshi 2 Janda, Karel 2 Kraus, Mathias 2 Kurishchenko, Kseniia 2 Lextrait, Bastien 2 Lillo, Rosa 2 Marín, Alfredo 2 Matsushima, Hiroyasu 2 Matzner, Martin 2 Meister, Lorenz 2 Misic, Velibor V. 2 Petit, Mathieu 2 Romo, Juan 2 Sakaji, Hiroki 2 Schröder, Carsten 2 Sloczynski, Tymon 2 Suimon, Yoshiyuki 2 Słoczyński, Tymon 2 Tejero Tabernero, Jorge 2
more ... less ...
Institution
All
Faculteit Economie en Bedrijfskunde, Universiteit Gent 1
Published in...
All
European journal of operational research : EJOR 7 Computational economics 6 International journal of forecasting 5 Journal of forecasting 4 The journal of risk model validation 4 Computers & operations research : an international journal 3 Documentos de trabajo / Banco de España 3 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 3 International journal of production research 3 Working papers 3 European Actuarial Journal 2 Faculty & research / Insead : working paper series 2 Health Care Management Science 2 International journal of finance & economics : IJFE 2 Journal of Risk and Financial Management 2 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 2 Journal of management information systems : JMIS 2 Journal of revenue and pricing management 2 Journal of risk and financial management : JRFM 2 Management science : journal of the Institute for Operations Research and the Management Sciences 2 Manufacturing & service operations management : M & SOM 2 Pacific-Basin finance journal 2 Technological forecasting & social change : an international journal 2 Transportation research : an international journal 2 ASTIN bulletin : the journal of the International Actuarial Association 1 AStA Wirtschafts- und Sozialstatistisches Archiv 1 Applied economics 1 Artificial intelligence in marketing 1 CESifo Working Paper 1 CESifo working papers 1 Computers & operations research : and their applications to problems of world concern ; an international journal 1 Die Unternehmung : Swiss journal of business research and practice ; Organ der Schweizerischen Gesellschaft für Betriebswirtschaft (SGB) 1 Discussion paper / Center for Economic Research, Tilburg University 1 Discussion paper series / IZA 1 Document de travail 1 ECB Working Paper 1 Economic modelling 1 Electronic commerce research 1 European Journal of Operational Research 1 Finance research letters 1
more ... less ...
Source
All
ECONIS (ZBW) 130 EconStor 12 BASE 5 RePEc 3
Showing 1 - 10 of 150
Cover Image
A unified approach to extract interpretable rules from tree ensembles via Integer Programming
Bonasera, Lorenzo; Carrizosa, Emilio - In: Computers & operations research : an international journal 185 (2026), pp. 1-17
Persistent link: https://www.econbiz.de/10015534419
Saved in:
Cover Image
A framework for interpreting machine learning models in bond default risk prediction using LIME and SHAP
Zhang, Yan; Chen, Lin; Tian, YiXiang - In: Risks : open access journal 14 (2026) 2, pp. 1-14
Interpretability analysis methods, such as LIME and SHAP, are widely employed to explain the predictions of artificial … intelligence models; however, they primarily function as post hoc tools and do not directly quantify the intrinsic interpretability … currently no standardized framework for evaluating interpretability as an inherent property of AI models. In this study, we …
Persistent link: https://www.econbiz.de/10015611531
Saved in:
Cover Image
AI diffusion and the new triad of supply chain transformation : productivity, perspective, and power in the era of claude, ChatGPT, Gemini, LLaMA, and Mistral
Hong, Paul; Choi, Young B.; Park, Young Soo - In: Logistics 10 (2026) 2, pp. 1-24
interpretability and access significantly shape managerial trust, learning, and decision autonomy across supply chain tiers …. Conclusions: Sustainable and inclusive AI adoption in logistics requires balancing operational efficiency with interpretability …
Persistent link: https://www.econbiz.de/10015612238
Saved in:
Cover Image
The crucial role of explainable artificial intelligence (XAI) in improving health care management
Johannssen, Arne; Chukhrova, Nataliya - In: Health Care Management Science 28 (2025) 3, pp. 565-570
this gap by providing interpretability, thereby increasing trust between policy-makers, clinicians, administrators and …
Persistent link: https://www.econbiz.de/10015506601
Saved in:
Cover Image
Random forests for labor market analysis: Balancing precision and interpretability
Graeber, Daniel; Meister, Lorenz; Schröder, Carsten; … - 2025
both in predictive accuracy and interpretability, yielding policy-relevant insights on vulnerable groups affected by labor …
Persistent link: https://www.econbiz.de/10015533036
Saved in:
Cover Image
Preference for explanations : case of explainable AI
Chan, Alex - 2025
Persistent link: https://www.econbiz.de/10015515832
Saved in:
Cover Image
A review of explainable artificial intelligence in smart manufacturing
Abhilash, P. M.; Luo, Xichun; Liu, Qi; Walker, Charles; … - In: International journal of production research 63 (2025) 23, pp. 8654-8697
Persistent link: https://www.econbiz.de/10015555516
Saved in:
Cover Image
Rule generation for classification : scalability, interpretability, and fairness
Röber, Tabea E.; Lumadjeng, Adia C.; Akyüz, M. Hakan; … - In: Computers & operations research : an international journal 183 (2025), pp. 1-18
Persistent link: https://www.econbiz.de/10015460224
Saved in:
Cover Image
Random forests for labor market analysis : balancing precision and interpretability
Graeber, Daniel; Meister, Lorenz; Schröder, Carsten; … - 2025
both in predictive accuracy and interpretability, yielding policy-relevant insights on vulnerable groups affected by labor …
Persistent link: https://www.econbiz.de/10015454975
Saved in:
Cover Image
A novel lift adjustment methodology for improving association rule interpretation
Sowan, Bilal; Zhang, Li; Matar, Nasim; Zraqou, J.; … - 2025
mining. More concretely, our main objective is to improve the interpretability of association rules to make them more …
Persistent link: https://www.econbiz.de/10015420467
Saved in:
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11
  • Next
  • Last
A service of the
zbw
  • Sitemap
  • Plain language
  • Accessibility
  • Contact us
  • Imprint
  • Privacy

Loading...