Process for extraction of knowledge from crash simulations by means of dimensionality reduction and rule mining / submitted by: Constantin Diez. Wuppertal, February 16, 2019
Content
- Acknowledgements
- Notation
- Introduction
- Vehicle Crash Simulation
- Variational Studies
- The Key Questions of Structural Behavior Analysis
- Side Challenges
- Goal of this Thesis
- Related Work
- Data Analytics Process Flow
- Mathematical Formulations
- Deformation Class Segmentation
- Decision Tree Learning
- Rule Mining for Knowledge Extraction from Simulation Data
- Examples
- Summary and Conclusion
- Description of the Longitudinal Rail
- Bibliography