A fuzzy transformation approach to enhance active learning for heart disease prediction.
Heveraldo Rodrigues de OliveiraAntônio Wilson VieiraLaércio Ives SantosMurilo C. O. Camargos FilhoPetr EkelMarcos Flávio Silveira Vasconcelos D'AngeloPublished in: J. Intell. Fuzzy Syst. (2024)
Keyphrases
- heart disease
- active learning
- prediction accuracy
- fuzzy sets
- medical diagnosis
- fuzzy logic
- prediction model
- fuzzy numbers
- fuzzy clustering
- random sampling
- fuzzy rules
- learning strategies
- active learning strategies
- clinical decision support systems
- membership functions
- data sets
- semi supervised
- learning algorithm
- information retrieval
- machine learning
- domain knowledge
- data model
- selective sampling
- databases