Interpretability of Machine Learning Solutions in Industrial Decision Engineering.
Inna KolyshkinaSimeon SimoffPublished in: AusDM (2019)
Keyphrases
- machine learning
- computer science
- machine learning methods
- engineering design
- industrial applications
- machine learning algorithms
- optimal solution
- supervised learning
- decision makers
- solution quality
- benchmark problems
- decision process
- decision problems
- text mining
- chemical process
- data analysis
- decision trees
- computer vision
- engineering education
- explanation based learning
- quality improvement
- technology transfer
- interdisciplinary field
- rule base
- feasible solution
- learning tasks
- decision rules
- prediction accuracy
- knowledge discovery
- knowledge representation
- active learning
- learning algorithm