Refine
Document type
- Conference Proceeding (10)
- Report (2)
- Article (peer-reviewed) (1)
- Bachelor Thesis (1)
- Master's Thesis (1)
Keywords
- Manufacturing (7)
- Machine learning (5)
- Reference model (3)
- Assembly line (2)
- Machine Learning (2)
- Maschinelles Lernen (2)
- AI in manufacturing (1)
- AutoML Tool (1)
- Bildverarbeitung (1)
- Clustering (1)
- Concept drift detection (1)
- Cost based metric (1)
- Domain expert interviews (1)
- Error analysis (1)
- Error prediction (1)
- Explainable ML (1)
- Feature importance (1)
- Filter-based feature selection methods (1)
- Hyperparameter optimization (1)
- Manufacturing quality management (1)
- Metrics (1)
- Poster (1)
- Proactive Error Preventing (1)
- Production (1)
- Production Line (1)
- Production data (1)
- Production line (1)
- Requirements (1)
- SHAP values (1)
- Shapley Values (1)
- xAI (1)
Course of studies
Proactive Error Prevention in Manufacturing Based on an Adaptable Machine Learning Environment
(2019)
Detection of Concept Drift in Manufacturing Data with SHAP Values to Improve Error Prediction
(2021)
Shapley Values based Regional Feature Importance Measures Driving Error Analysis in Manufacturing
(2022)