A visualization method for data domain changes in CNN networks and the optimization method for selecting thresholds in classification tasks.
Minzhe HuangChangwei NieWeihong ZhongPublished in: CoRR (2024)
Keyphrases
- optimization method
- synthetic data
- optimization algorithm
- genetic algorithm
- data analysis
- input data
- optimization methods
- data sets
- particle swarm
- simulated annealing
- test data
- nonlinear optimization
- data visualization
- prior knowledge
- evolutionary algorithm
- optimization process
- optimization procedure
- training data
- statistical methods
- cellular neural networks
- missing data
- covariance matrix
- network structure
- differential evolution
- domain experts
- probability distribution
- cost function
- multi objective
- objective function
- metaheuristic
- hybrid algorithm
- data points
- visualization tool
- multidimensional scaling
- image segmentation
- neural network