Interpretable and accurate medical data classification - a multi-objective genetic-fuzzy optimization approach.
Marian B. GorzalczanyFilip RudzinskiPublished in: Expert Syst. Appl. (2017)
Keyphrases
- medical data
- multi objective
- optimization algorithm
- multiple objectives
- classification rules
- medical images
- clinical data
- evolutionary algorithm
- classification accuracy
- medical data sets
- support vector
- data mining
- medical data mining
- evolutionary optimization
- optimization problems
- conflicting objectives
- decision trees
- imaging modalities
- particle swarm optimization
- data miners
- classification algorithm
- multi objective optimization
- medical information
- multi objective evolutionary algorithms
- medical records
- rule induction
- nsga ii
- class labels
- artificial intelligence
- genetic algorithm