Explainability through uncertainty: Trustworthy decision-making with neural networks
Author:
Funder
Fonds Wetenschappelijk Onderzoek
Publisher
Elsevier BV
Subject
Information Systems and Management,Management Science and Operations Research,Modeling and Simulation,General Computer Science,Industrial and Manufacturing Engineering
Reference51 articles.
1. Peeking inside the black-box: A survey on explainable artificial intelligence (XAI);Adadi;IEEE Access,2018
2. Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments;Bai;Pattern Recognition,2021
3. Uncertainty-based rejection in machine learning: Implications for model development and interpretability;Barandas;Electronics,2022
4. Explainable models of credit losses;Bastos;European Journal of Operational Research,2022
5. Quod erat demonstrandum?-Towards a typology of the concept of explanation for the design of explainable AI;Cabitza;Expert Systems with Applications,2023
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