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  • Search: subject:"interpretability"
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Year of publication
Subject
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Artificial intelligence 30 Künstliche Intelligenz 28 Interpretability 25 Theorie 21 Theory 21 Forecasting model 18 Prognoseverfahren 18 Machine learning 13 interpretability 13 machine learning 13 Credit rating 6 Credit risk 6 Kreditwürdigkeit 6 Aprendizaje automático 5 Classification 5 Klassifikation 5 Kreditrisiko 5 Regression analysis 5 Regressionsanalyse 5 artificial intelligence 5 Algorithm 4 Algorithmus 4 Causality analysis 4 Credit scoring 4 Deep learning 4 Inteligencia artificial 4 Interpretabilidad 4 Kausalanalyse 4 Machine Learning 4 Mathematical programming 4 Mathematische Optimierung 4 causal interpretability 4 instrumental variables 4 local average treatment effect 4 model interpretability 4 model misspecification 4 monotonicity 4 treatment effect heterogeneity 4 two-stage least squares 4 Bias 3
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Online availability
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Free 56 CC license 4
Type of publication
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Article 27 Book / Working Paper 24 Other 5
Type of publication (narrower categories)
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Working Paper 23 Article in journal 21 Aufsatz in Zeitschrift 21 Arbeitspapier 19 Graue Literatur 19 Non-commercial literature 19 Article 6
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Language
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English 54 German 1 Undetermined 1
Author
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Alonso, Andrés 5 Carbó, José Manuel 5 Bourassa, Steven C. 3 Hoesli, Martin 3 Mayer, Michael 3 Scognamiglio, Donato 3 Balvert, Marleen 2 Ciocan, Dragos Florin 2 Gorjón, Sergio 2 Guégan, Dominique 2 Havrylenko, Yevhen 2 Heger, Julia 2 Izumi, Kiyoshi 2 Janda, Karel 2 Jarmulska, Barbara 2 Kraus, Mathias 2 Matsushima, Hiroyasu 2 Matzner, Martin 2 Misic, Velibor V. 2 Petit, Mathieu 2 Romero Morales, María Dolores 2 Sakaji, Hiroki 2 Sloczynski, Tymon 2 Suimon, Yoshiyuki 2 Słoczyński, Tymon 2 Tejero Tabernero, Jorge 2 Weinzierl, Sven 2 Zilker, Sandra 2 Zschech, Patrick 2 Abdulla, Ahmad 1 Acuna-Agost, Rodrigo 1 Aldinucci, Tommaso 1 BOCK, K. W. DE 1 Baryannis, George 1 Beade, Ángel 1 Bogroff, Alexis 1 Borgs, Christian 1 Brand, Alexander 1 Buckmann, Marcus 1 Calabrese, Raffaella 1
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Institution
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Faculteit Economie en Bedrijfskunde, Universiteit Gent 1
Published in...
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European journal of operational research : EJOR 4 Documentos de trabajo / Banco de España 3 Working papers 3 European Actuarial Journal 2 Faculty & research / Insead : working paper series 2 Journal of Risk and Financial Management 2 Journal of risk and financial management : JRFM 2 ASTIN bulletin : the journal of the International Actuarial Association 1 AStA Wirtschafts- und Sozialstatistisches Archiv 1 CESifo Working Paper 1 CESifo working papers 1 Computational economics 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 Financial innovation : FIN 1 Health Care Management Science 1 Health care management science : a new journal serving the international health care management community 1 IES Working Paper 1 IES working paper 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 Intelligent systems in accounting, finance & management 1 International journal of finance & economics : IJFE 1 Journal of revenue and pricing management 1 Manufacturing & service operations management : M & SOM 1 Questioni di economia e finanza 1 RIETI discussion paper series 1 Research paper series / Swiss Finance Institute 1 Scandinavian actuarial journal 1 Staff working papers / Bank of England 1 Supply chain analytics 1 The North American journal of economics and finance : a journal of theory and practice 1 Top : an official journal of the Spanish Society of Statistics and Operations Research 1 Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 1 Working paper series / Emory University, Department of Economics 1 Working paper series / European Central Bank 1
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Source
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ECONIS (ZBW) 40 EconStor 10 BASE 5 RePEc 1
Showing 1 - 10 of 56
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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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Which opinion is more trustworthy : an analysts' earnings forecast quality assessment framework based on machine learning
Song, Yingying; Chen, Xinxin - In: The North American journal of economics and finance : a … 75 (2025) 2, pp. 1-22
Persistent link: https://www.econbiz.de/10015359902
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Analyzing decision-making in deep-Q reinforcement learning for trading: A case study on Tesla company and its supply chain
Janda, Karel; Petit, Mathieu - 2024
the interpretability of Q-learning agents. By integrating EV-specific data, such as Tesla's stock fundamentals and key …
Persistent link: https://www.econbiz.de/10015209767
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Loss-optimal classification trees : a generalized framework and the logistic case
Aldinucci, Tommaso; Lapucci, Matteo - In: Top : an official journal of the Spanish Society of … 32 (2024) 2, pp. 323-350
Persistent link: https://www.econbiz.de/10015187747
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Interpretable machine learning for imbalanced credit scoring datasets
Chen, Yujia; Calabrese, Raffaella; Martin-Barragan, Belen - In: European journal of operational research : EJOR 312 (2024) 1, pp. 357-372
Persistent link: https://www.econbiz.de/10014456269
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A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis
Zilker, Sandra; Weinzierl, Sven; Kraus, Mathias; … - In: Health Care Management Science 27 (2024) 2, pp. 136-167
Proactive analysis of patient pathways helps healthcare providers anticipate treatment-related risks, identify outcomes, and allocate resources. Machine learning (ML) can leverage a patient’s complete health history to make informed decisions about future events. However, previous work has...
Persistent link: https://www.econbiz.de/10015361777
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Analyzing decision-making in deep-Q reinforcement learning for trading : a case study on Tesla company and its supply chain
Janda, Karel; Petit, Mathieu - 2024
the interpretability of Q-learning agents. By integrating EV-specific data, such as Tesla's stock fundamentals and key …
Persistent link: https://www.econbiz.de/10015149439
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A hybrid multi-criteria decision-making and machine learning approach for explainable supplier selection
Abdulla, Ahmad; Baryannis, George - In: Supply chain analytics 7 (2024), pp. 1-13
Supplier selection has become increasingly complex regarding selection criteria caused by expanded data collection processes and supplier numbers due to globalisation effects. This complexity has led to the consideration of Artificial Intelligence (AI) techniques to facilitate and enhance...
Persistent link: https://www.econbiz.de/10015077540
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Headline-driven classification and local interpretation for market outperformance and low-risk stock prediction
Karzanov, Daniil - In: Computational economics 64 (2024) 2, pp. 769-788
Persistent link: https://www.econbiz.de/10015078062
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Multiperiod bankruptcy prediction models with interpretable single models
Beade, Ángel; Rodríguez López, Manuel; Santos, José - 2024
Persistent link: https://www.econbiz.de/10015143926
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