Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms.
Abdelaziz A. AbdelhamidEl-Sayed M. El-KenawyAbdelhameed IbrahimMarwa Metwally EidDoaa Sami KhafagaAmel Ali AlhussanSeyedali MirjaliliNima KhodadadiWei Hong LimMahmoud Y. ShamsPublished in: IEEE Access (2023)
Keyphrases
- optimization algorithm
- significant improvement
- computationally efficient
- theoretical analysis
- combinatorial optimization
- feature selection
- optimization procedure
- computational efficiency
- computational cost
- optimization process
- segmentation method
- mutual information
- learning algorithm
- parameter optimization
- machine learning algorithms
- cost function
- similarity measure
- convergence rate
- method for feature selection
- efficient optimization
- evolution strategy
- search methods
- preprocessing
- optimization method
- differential evolution
- pairwise
- euclidean distance
- clustering method
- computational complexity
- ensemble classifier
- discriminative features
- neural network
- dynamic programming