Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding.
Baifan ZhouTim PychynskiMarkus ReischlEvgeny KharlamovRalf MikutPublished in: J. Intell. Manuf. (2022)
Keyphrases
- domain knowledge
- machine learning
- knowledge engineering
- high quality
- artificial intelligence
- real time
- machine learning methods
- pattern recognition
- knowledge acquisition
- knowledge representation
- neural network
- quality measures
- monitoring system
- background knowledge
- text mining
- computer science
- decision trees
- learning algorithm
- information extraction
- text classification
- prior knowledge
- machine learning algorithms
- learning systems
- data analysis
- reinforcement learning
- learning problems
- quality assessment
- explanation based learning
- early warning
- quality improvement