Timeseries-aware Uncertainty Wrappers for Uncertainty Quantification of Information-Fusion-Enhanced AI Models based on Machine Learning-Reference-Cited by-同舟云学术

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Timeseries-aware Uncertainty Wrappers for Uncertainty Quantification of Information-Fusion-Enhanced AI Models based on Machine Learning

Published:2023-06 Issue: Volume: Page:
ISSN:
Container-title:2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)
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Author:

Groß Janek¹,Kläs Michael¹,Jöckel Lisa¹,Gerber Pascal¹

Affiliation:

1. Data Science Fraunhofer IESE,Kaiserslautern,Germany

Funder

Fraunhofer-Gesellschaft

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10207054/10207077/10207115.pdf?arnumber=10207115

Reference35 articles.

1. On combining classifiers

2. Safe Traffic Sign Recognition through Data Augmentation for Autonomous Vehicles Software

3. Reliability In Information Fusion: Literature Survey;rogova;FUSION,2004

4. Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods

5. Handling Uncertainties of Data-Driven Models in Compliance with Safety Constraints for Autonomous Behaviour

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