Dimension Reduction Using Dual-Featured Auto-Encoder for the Histological Classification of Human Lungs Tissues.
Amna AshrafNazri Mohd NawiTariq ShahzadMuhammad AamirMuhammad Adnan KhanKhmaies OuahadaPublished in: IEEE Access (2024)
Keyphrases
- dimension reduction
- feature extraction
- principal component analysis
- feature space
- feature selection
- data mining and machine learning
- high dimensionality
- high dimensional data
- discriminative information
- high dimensional
- random projections
- unsupervised learning
- high dimensional problems
- partial least squares
- preprocessing
- dimensionality reduction
- low dimensional
- singular value decomposition
- cluster analysis
- linear discriminant analysis
- variable selection
- dimension reduction methods
- feature subspace
- manifold learning
- sparse metric learning
- medical images
- object recognition
- principle component analysis
- image processing
- support vector
- data analysis
- neural network
- support vector machine svm
- high dimensional data analysis
- feature vectors