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Kai Ding
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Test suite prioritization for efficient regression testing of model-based automotive software
A Morozov, K Ding, T Chen, K Janschek
2017 international conference on software analysis, testing and evolution …, 2017
272017
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
Automatic transformation of uml system models for model-based error propagation analysis of mechatronic systems
K Ding, T Mutzke, A Morozov, K Janschek
IFAC-PapersOnLine 49 (21), 439-446, 2016
202016
Openerrorpro: A new tool for stochastic model-based reliability and resilience analysis
A Morozov, K Ding, M Steurer, K Janschek
2019 ieee 30th international symposium on software reliability engineering …, 2019
142019
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
Classification of hierarchical fault-tolerant design patterns
K Ding, A Morozov, K Janschek
2017 IEEE 15th Intl Conf on Dependable, Autonomic and Secure Computing, 15th …, 2017
122017
Fault Injectors for TensorFlow: evaluation of the impact of random hardware faults on deep CNNs
M Beyer, A Morozov, E Valiev, C Schorn, L Gauerhof, K Ding, K Janschek
arXiv preprint arXiv:2012.07037, 2020
112020
Breaking the limits of redundancy systems analysis
C Dubslaff, K Ding, A Morozov, C Baier, K Janschek
arXiv preprint arXiv:1912.05364, 2019
102019
More: Model-based redundancy for simulink
K Ding, A Morozov, K Janschek
Computer Safety, Reliability, and Security: 37th International Conference …, 2018
92018
Model-based analysis of timing errors for reliable design of mechatronic medical devices
T Mutzke, K Ding, A Morozov, K Janschek, J Braun
2016 3rd Conference on Control and Fault-Tolerant Systems (SysTol), 233-238, 2016
92016
Reliability evaluation of functionally equivalent simulink implementations of a pid controller under silent data corruption
K Ding, A Morozov, K Janschek
2018 IEEE 29th International Symposium on Software Reliability Engineering …, 2018
62018
Towards reliable robot packing system based on deep reinforcement learning
H Xiong, K Ding, W Ding, J Peng, J Xu
Advanced Engineering Informatics 57, 102028, 2023
52023
Bayesian Model for Trustworthiness Analysis of Deep Learning Classifiers.
A Morozov, E Valiev, M Beyer, K Ding, L Gauerhof, C Schorn
AISafety@ IJCAI, 2020
52020
The efficiency comparison of the prism and storm probabilistic model checkers for error propagation analysis tasks
T Fabarisov, N Yusupova, K Ding, A Morozov, K Janschek
Industry 4.0 3 (5), 229-231, 2018
42018
Stochastic model-based analysis of timing errors for mechatronic systems with user-defined general discrete-time distributions
T Mutzke, A Morozov, K Ding, K Janschek, J Braun
IFAC-PapersOnLine 51 (24), 1417-1424, 2018
22018
Automated Transformation of uml/sysml Behavioral Diagrams for Stochastic Error Propagation Analysis of Autonomous Systems
A Morozov, T Mutzke, K Ding
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B …, 2022
12022
Efficient model-level reliability analysis of simulink models
K Ding, A Morozov, K Janschek
Computer Safety, Reliability, and Security: 38th International Conference …, 2019
12019
Zuverlässigkeitsorientierter Entwurf und Analyse von Steuerungssystemen auf Modellebene unter zufälligen Hardwarefehlern
K Ding
2019
Dependability-oriented Design and Analysis of Control Systems at the Model Level Under Random Hardware Faults: Zuverlässigkeitsorientierter Entwurf und Analyse Von …
K Ding
Vogt, 2019
2019
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