Credit Card Fraud Detection Based on Hyperparameters Optimization Using the Differential Evolution.
Mohammed TayebiSaid El KafhaliPublished in: Int. J. Inf. Secur. Priv. (2022)
Keyphrases
- differential evolution
- optimization algorithm
- hyperparameters
- parameter optimization
- credit card fraud detection
- evolution strategy
- evolutionary algorithm
- global optimization problems
- differential evolution algorithm
- model selection
- cross validation
- genetic algorithm
- particle swarm optimization
- closed form
- multi objective
- bayesian framework
- fraud detection
- bayesian inference
- optimization problems
- noise level
- maximum likelihood
- em algorithm
- outlier detection
- support vector
- incremental learning
- prior information
- random sampling
- semi supervised
- sample size
- maximum a posteriori
- missing values
- genetic programming
- data sets