Discriminative feature selection using signed Laplacian restricted Boltzmann machine for speed and generalization improvement of high dimensional data classification.
Yasser AbroshanMohammad Hossein MoattarPublished in: Appl. Soft Comput. (2024)
Keyphrases
- high dimensional data
- feature selection
- high dimensionality
- dimensionality reduction
- dimension reduction
- restricted boltzmann machine
- high dimensional
- nearest neighbor
- low dimensional
- feature extraction
- feature space
- feature set
- unsupervised learning
- data sets
- subspace clustering
- data points
- pattern recognition
- text categorization
- text classification
- deep learning
- support vector machine
- similarity search
- machine learning
- data analysis
- manifold learning
- multivariate temporal data
- informative features
- semi supervised
- support vector
- image classification
- model selection
- input data
- principal component analysis
- knn
- decision trees
- linear discriminant analysis
- microarray
- probabilistic graphical models
- information extraction
- data mining