Anonymization of Clinical Reports in Spanish: a Hybrid Method Based on Machine Learning and Rules.
Pilar López-ÚbedaManuel Carlos Díaz-GalianoLuis Alfonso Ureña LópezMaría Teresa Martín ValdiviaPublished in: IberLEF@SEPLN (2019)
Keyphrases
- hybrid method
- machine learning
- support vector machine
- association rules
- machine learning algorithms
- evolutionary methods
- decision trees
- rule learning
- hybrid algorithm
- classification rules
- data mining
- pattern recognition
- feature selection
- learning classifier systems
- information loss
- inductive logic programming
- privacy preserving
- data sets
- natural language processing
- information extraction
- background knowledge
- knowledge discovery
- privacy protection
- privacy preservation
- knowledge representation
- genetic algorithm
- explanation based learning
- knn