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Sheng Ding
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On-line error detection and mitigation for time-series data of cyber-physical systems using deep learning based methods
K Ding, S Ding, A Morozov, T Fabarisov, K Janschek
2019 15th European Dependable Computing Conference (EDCC), 7-14, 2019
262019
Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks
S Ding, A Morozov, S Vock, M Weyrich, K Janschek
International Symposium on Model-Based Safety and Assessment, 212-226, 2020
152020
Quantification of the impact of random hardware faults on safety-critical ai applications: Cnn-based traffic sign recognition case study
M Beyer, A Morozov, K Ding, S Ding, K Janschek
2019 IEEE International Symposium on Software Reliability Engineering …, 2019
142019
Anomaly Detection for Cyber-Physical Systems Using Transformers
Y Ma, A Morozov, S Ding
ASME International Mechanical Engineering Congress and Exposition 85697 …, 2021
22021
KrakenBox: Deep Learning-Based Error Detector for Industrial Cyber-Physical Systems
S Ding, A Morozov, T Fabarisov, S Vock
ASME International Mechanical Engineering Congress and Exposition 85697 …, 2021
2021
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