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07/12/2022
SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities
The use of Unmanned Arial Vehicles (UAVs) offers many advantages across ...
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07/11/2022
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring
Machine Learning (ML) has provided promising results in recent years acr...
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06/17/2022
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures
Reliability estimation of Machine Learning (ML) models is becoming a cru...
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09/02/2019
Hardening of Artificial Neural Networks for Use in Safety-Critical Applications – A Mapping Study
Context: Across different domains, Artificial Neural Networks (ANNs) are...
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06/20/2018