Predicting Diabetes Diagnosis with Binary-To-Fuzzy Extrapolations and Weights Tuned via Genetic Algorithm.
Katherine L. O'GradyJavier ViañaKelly CohenPublished in: NAFIPS (2021)
Keyphrases
- genetic algorithm
- fuzzy logic
- fuzzy membership functions
- fuzzy sets
- incipient fault
- weighted association rule mining
- fault diagnosis
- cardiovascular disease
- membership functions
- neural network
- primary care
- fuzzy numbers
- fuzzy clustering
- diabetic patients
- fitness function
- linear combination
- fuzzy set theory
- medical knowledge
- fuzzy rules
- weighted sum
- attribute weights
- evolutionary algorithm
- information granulation
- binary strings
- membership values
- pairwise comparison
- medical data
- fuzzy systems
- soft computing
- differential evolution
- multi objective
- weighted average
- artificial neural networks
- high risk
- weighting scheme
- fuzzy neural network
- fuzzy controller
- triangular fuzzy numbers
- metaheuristic