Fostering interpretability of data mining models through data perturbation.
Seddik BelkouraMassimiliano ZaninAntonio LaTorrePublished in: Expert Syst. Appl. (2019)
Keyphrases
- data mining models
- data perturbation
- privacy preserving data mining
- data mining
- data mining techniques
- data mining algorithms
- privacy preserving
- statistical databases
- data privacy
- data mining systems
- decision trees
- predictive model
- knowledge discovery
- association rules
- machine learning
- training data
- data mining applications
- private information
- random projections
- databases
- data streams
- text mining
- preprocessing
- real world