Search Results - subject:"Explainable Artificial Intelligence"

Machine learning in credit risk management : advanced default risk and credit ratings modeling

Raab, Johannes - 2022

Persistent link: https://www.econbiz.de/10013373413

Explainable artificial intelligence : interpreting default forecasting models based on machine learning

Cascarino, Giuseppe; Moscatelli, Mirko; Parlapiano, Fabio - 2022

Persistent link: https://www.econbiz.de/10013254211

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

Shajalal, Md; Boden, Alexander; Stevens, Gunnar - 2022

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

Designing a feature selection method based on explainable artificial intelligence

Zacharias, Jan; Zahn, Moritz von; Chen, Johannes; Hinz, … - 2022

Persistent link: https://www.econbiz.de/10013556708

A nascent design theory for explainable intelligent systems

Herm, Lukas-Valentin; Steinbach, Theresa; Wanner, Jonas Paul - 2022

Persistent link: https://www.econbiz.de/10013556710

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

Expl(AI)ned : the impact of explainable Artificial Intelligence on cognitive processes

Bauer, Kevin; Zahn, Moritz von; Hinz, Oliver - 2022

Due to a growing number of initiatives and regulations, predictions of modern Artificial Intelligence (AI) systems increasingly come with explanations about why they behave the way they do. In this paper, we explore the impact of feature-based explanations on users' information processing. We...

Persistent link: https://www.econbiz.de/10013547878

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

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

A machine learning-based analysis on the causality of financial stress in banking institutions

Souza, João Gabriel de Moraes; Castro, Daniel Tavares de; … - In: Computational economics 64 (2024) 3, pp. 1857-1890

Persistent link: https://www.econbiz.de/10015143964