Data preprocessing strategy in constructing convolutional neural network classifier based on constrained particle swarm optimization with fuzzy penalty function.
Kun ZhouSung-Kwun OhWitold PedryczJianlong QiuPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- data preprocessing
- penalty function
- particle swarm optimization
- constraint handling
- convolutional neural network
- constrained optimization
- data mining
- penalty functions
- preprocessing
- preprocessing step
- genetic algorithm
- pso algorithm
- objective function
- face detection
- multi objective
- particle swarm optimization algorithm
- fitness function
- hybrid algorithm
- particle swarm optimization pso
- data cleaning
- neural network
- genetic programming
- feature selection
- web usage mining
- prefetching
- convergence speed
- differential evolution
- ant colony optimization