Addressing uncertainty in the safety assurance of machine-learning.
Simon BurtonBenjamin HerdPublished in: Frontiers Comput. Sci. (2023)
Keyphrases
- machine learning
- handling uncertainty
- pattern recognition
- computer vision
- machine learning algorithms
- active learning
- data mining
- machine learning methods
- computational intelligence
- explanation based learning
- learning problems
- learning tasks
- kernel methods
- knowledge acquisition
- real time
- learning algorithm
- support vector machine
- text mining
- machine learning approaches
- belief functions
- learning systems
- data analysis
- feature selection
- decision making
- data sets
- inherent uncertainty
- decision theory
- information retrieval
- uncertain data
- inductive logic programming
- artificial intelligence
- transfer learning
- decision trees
- semi supervised learning
- bayesian networks
- text classification
- computer science
- knowledge discovery