An Improved Equilibrium Optimizer Algorithm for Features Selection: Methods and Analysis.
Dina A. ElmanakhlyMohamed Mostafa SalehEssam A. RashedPublished in: IEEE Access (2021)
Keyphrases
- preprocessing
- computational cost
- significant improvement
- classification method
- optimization algorithm
- dynamic programming
- test images
- synthetic and real datasets
- worst case
- synthetic and real images
- selection algorithm
- learning algorithm
- cost function
- optimal solution
- computational complexity
- expectation maximization
- segmentation algorithm
- detection algorithm
- objective function
- benchmark datasets
- matching algorithm
- heuristic rules
- clustering method
- quality measures
- feature selection algorithms
- feature extractor
- extracted features
- synthetic datasets
- image statistics
- iterative algorithms
- feature subset
- k means
- search space
- similarity measure
- convergence rate
- roc curve
- spectral clustering
- markov random field
- dimensionality reduction
- image features
- complexity analysis
- learned models
- video sequences
- reinforcement learning