Directive Explanations for Actionable Explainability in Machine Learning Applications.
Ronal SinghTim MillerHenrietta LyonsLiz SonenbergEduardo VellosoFrank VeterePiers HowePaul DourishPublished in: ACM Trans. Interact. Intell. Syst. (2023)
Keyphrases
- machine learning
- pattern recognition
- machine learning algorithms
- explanation based learning
- machine learning methods
- decision trees
- computational intelligence
- inductive learning
- computational biology
- knowledge discovery
- evolutionary algorithm
- learning tasks
- learning systems
- knowledge acquisition
- learning problems
- computer science
- website
- learning algorithm
- data mining
- statistical learning
- application of machine learning methods
- domain theory
- generating explanations
- neural network
- natural language processing
- information extraction
- support vector machine
- active learning
- data analysis
- natural language
- multi agent
- feature selection