Interpreting learning models in manufacturing processes: Towards explainable AI methods to improve trust in classifier predictions.
Claudia V. GoldmanMichael BaltaxeDebejyo ChakrabortyJorge ArinezCarlos Escobar DiazPublished in: J. Ind. Inf. Integr. (2023)
Keyphrases
- learning models
- manufacturing processes
- ai methods
- learning algorithm
- classification models
- machine learning
- machine learning algorithms
- loss function
- manufacturing systems
- artificial intelligence
- training data
- learning tasks
- learning problems
- feature selection
- feature space
- training set
- feature vectors
- product quality
- data sets
- decision trees
- conditional random fields
- semi supervised learning
- image classification
- higher order