Improving Algorithmic Decision-Making in the Presence of Untrustworthy Training Data.
Wenting QiCharalampos ChelmisPublished in: IEEE BigData (2021)
Keyphrases
- training data
- decision making
- decision makers
- learning algorithm
- decision trees
- data sets
- information processing
- training set
- prior knowledge
- supervised learning
- data mining
- decision process
- generalization error
- training dataset
- test data
- learned from training data
- class labels
- decision support
- decision support system
- knowledge management
- fuzzy logic
- model selection
- semi supervised learning
- training samples
- text classification
- upper bound
- domain knowledge
- decision model
- making decisions
- machine learning