From Explainable AI to Explainable Simulation: Using Machine Learning and XAI to understand System Robustness

Author:

Feldkamp Niclas1ORCID,Strassburger Steffen1ORCID

Affiliation:

1. Technische Universität Ilmenau, Germany

Publisher

ACM

Reference49 articles.

1. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI;Barredo-Arrieta Alejandro;Information Fusion,2020

2. Principles and Practice of Explainable Machine Learning

3. Filip K. Dosilovic , Mario Brcic , and Nikica Hlupic . 2018. Explainable Artificial Intelligence: A Survey . In 41st International Convention on Information and Communication Technology, Electronics and Microelectronics . Institute of Electrical and Electronics Engineers , Piscataway, New Jersey, 210–215. DOI: https://doi.org/10.23919/MIPRO.2018.8400040. 10.23919/MIPRO.2018.8400040 Filip K. Dosilovic, Mario Brcic, and Nikica Hlupic. 2018. Explainable Artificial Intelligence: A Survey. In 41st International Convention on Information and Communication Technology, Electronics and Microelectronics. Institute of Electrical and Electronics Engineers, Piscataway, New Jersey, 210–215. DOI: https://doi.org/10.23919/MIPRO.2018.8400040.

4. Niclas Feldkamp . 2021 . Data Farming Output Analysis Using Explainable AI . In Proceedings of the 2021 Winter Simulation Conference. Institute of Electrical and Electronics Engineers , Piscataway, New Jersey. Niclas Feldkamp. 2021. Data Farming Output Analysis Using Explainable AI. In Proceedings of the 2021 Winter Simulation Conference. Institute of Electrical and Electronics Engineers, Piscataway, New Jersey.

5. A Method Using Generative Adversarial Networks for Robustness Optimization

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