: an efficient infinite feature selection method using K-means clustering to partition large feature spaces.
Seyyedeh Faezeh Hassani ZiabariSadegh EskandariMaziar SalahiPublished in: Pattern Anal. Appl. (2023)
Keyphrases
- feature selection
- high accuracy
- computationally efficient
- mutual information
- feature space
- pairwise
- unsupervised learning
- feature set
- high precision
- clustering method
- support vector machine
- similarity measure
- input data
- support vector machine svm
- detection method
- cross validation
- cost function
- significant improvement
- high dimensional
- discriminative features
- classification method
- feature weighting
- image processing
- irrelevant features
- model selection
- dimensionality reduction
- genetic algorithm
- classification accuracy
- probabilistic model
- dynamic programming
- image retrieval
- preprocessing
- computational complexity
- multiscale