Search Results - subject:"Explainable artificial intelligence (xAI)"

COVID-19 media chatter and macroeconomic reflectors on black swan : a Spanish and Indian stock markets comparison

Ghosh, Indranil; Alfaro-Cortés, Esteban; Gámez, Matías; … - In: Risks : open access journal 11 (2023) 5, pp. 1-27

an ensemble machine learning technique to perform predictive modelling. The Explainable Artificial Intelligence (XAI) is …

Persistent link: https://www.econbiz.de/10014333537

Erklärbare Künstliche Intelligenz am Beispiel von Ratings deutscher Lebensversicherungsunternehmen

Bartel, Holger; Kraft, Mirko; Leidner, Jochen L. - In: Zeitschrift für die gesamte Versicherungswissenschaft 112 (2023) 1, pp. 3-32

ist selbst bei hoher Qualität eines Systems unzureichend. Die "erklärbare KI" (engl. "eXplainable Artificial Intelligence …", XAI) befasst sich mit der Entwicklung von KI-Modellen, die durch Menschen nachvollziehbar sind (Adadi und Berrada 2018 …

Persistent link: https://www.econbiz.de/10014486940

Explainable AI for credit assessment in banks

de Lange, Petter Eilif; Melsom, Borger; Vennerød, … - In: Journal of Risk and Financial Management 15 (2022) 12, pp. 1-23

explainable artificial intelligence (XAI) model for predicting credit default on a unique dataset of unsecured consumer loans …

Persistent link: https://www.econbiz.de/10014332712

Explainable Artificial Intelligence (XAI) in auditing

Zhang, Chanyuan; Cho, Soohyun; Vasarhelyi, Miklos A. - In: International journal of accounting information systems 46 (2022), pp. 1-22

Persistent link: https://www.econbiz.de/10013494098

Explainable AI for credit assessment in banks

Lange, Petter Eilif de; Melsom, Borger; Vennerød, … - In: Journal of risk and financial management : JRFM 15 (2022) 12, pp. 1-23

explainable artificial intelligence (XAI) model for predicting credit default on a unique dataset of unsecured consumer loans …

Persistent link: https://www.econbiz.de/10014284417

Explainable product backorder prediction exploiting CNN : introducing explainable models in businesses

Shajalal, Md; Boden, Alexander; Stevens, Gunnar - In: Electronic markets : EM ; the international journal of … 32 (2022) 4, pp. 2107-2122

Persistent link: https://www.econbiz.de/10013556701

Practical forecasting of risk boundaries for industrial metals and critical minerals via statistical machine learning techniques

Choi, Insu; Kim, Woo Chang - In: International review of financial analysis 94 (2024), pp. 1-41

Persistent link: https://www.econbiz.de/10014543952

Quantifying credit portfolio sensitivity to asset correlations with interpretable generative neural networks

Caprioli, Sergio; Cagliero, Emanuele; Crupi, Riccardo - In: The journal of risk model validation 18 (2024) 1, pp. 1-17

Persistent link: https://www.econbiz.de/10014556697

Federated explainable artificial intelligence (fXAI) : a digital manufacturing perspective

Kusiak, Andrew - In: International journal of production research 62 (2024) 1/2, pp. 171-182

Persistent link: https://www.econbiz.de/10014454722

Distance is the spice, but not the whole enchilada : country-pair psychic distance stimuli and country fixed effects in a deep learning implementation of the trade flow model

Messner, Wolfgang - In: International business review 33 (2024) 1, pp. 1-24

Persistent link: https://www.econbiz.de/10014460750