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Christoph Knieke
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Christoph Knieke
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Christoph Knieke
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1
Intelligent Identification of Simultaneous Faults of Automotive Software Systems Under Noisy and Imbalanced Data Using Ensemble LSTM and Random Forest
by
Mohammad Abboush
,
Christoph Knieke
,
Andreas Rausch
Published 2023-01-01
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Article
2
GRU-Based Denoising Autoencoder for Detection and Clustering of Unknown Single and Concurrent Faults during System Integration Testing of Automotive Software Systems
by
Mohammad Abboush
,
Christoph Knieke
,
Andreas Rausch
Published 2023-07-01
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Article
3
Representative Real-Time Dataset Generation Based on Automated Fault Injection and HIL Simulation for ML-Assisted Validation of Automotive Software Systems
by
Mohammad Abboush
,
Christoph Knieke
,
Andreas Rausch
Published 2024-01-01
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Article
4
Intelligent Fault Detection and Classification Based on Hybrid Deep Learning Methods for Hardware-in-the-Loop Test of Automotive Software Systems
by
Mohammad Abboush
,
Daniel Bamal
,
Christoph Knieke
,
Andreas Rausch
Published 2022-05-01
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Article
5
Hardware-in-the-Loop-Based Real-Time Fault Injection Framework for Dynamic Behavior Analysis of Automotive Software Systems
by
Mohammad Abboush
,
Daniel Bamal
,
Christoph Knieke
,
Andreas Rausch
Published 2022-02-01
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Article
6
Managed Evolution of Automotive Software Product Line Architectures: A Systematic Literature Study
by
Christoph Knieke
,
Andreas Rausch
,
Mirco Schindler
,
Arthur Strasser
,
Martin Vogel
Published 2022-06-01
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