no code implementations • 8 Feb 2024 • Anton Kuznietsov, Balint Gyevnar, Cheng Wang, Steven Peters, Stefano V. Albrecht
One way to mitigate this challenge is to utilize explainable AI (XAI) techniques.
no code implementations • 4 Aug 2023 • Kai Storms, Ken Mori, Steven Peters
Therefore, this work adopts an existing method to define relevance in the highway domain and expands it to the urban domain.
no code implementations • 26 Jul 2023 • Ken T. Mori, Trent Brown, Steven Peters
Despite the presence of the classification task in many different benchmark datasets for perception in the automotive domain, few efforts have been undertaken to define consistent classification requirements.
no code implementations • 20 Jul 2023 • Ken Mori, Kai Storms, Steven Peters
Finally, a possibility for a future validation of the presented relevance concept is outlined.
no code implementations • 11 Mar 2020 • Stefan Studer, Thanh Binh Bui, Christian Drescher, Alexander Hanuschkin, Ludwig Winkler, Steven Peters, Klaus-Robert Mueller
The sixth phase covers state-of-the-art approaches for monitoring and maintenance of a machine learning applications, as the risk of model degradation in a changing environment is eminent.