DMT-EV: An Explainable Deep Network for Dimension Reduction.
Zelin ZangShenghui ChengHanchen XiaLiangyu LiYaoting SunYongjie XuLei ShangBaigui SunStan Z. LiPublished in: IEEE Trans. Vis. Comput. Graph. (2024)
Keyphrases
- dimension reduction
- feature extraction
- low dimensional
- singular value decomposition
- high dimensional problems
- variable selection
- manifold learning
- principal component analysis
- data mining and machine learning
- random projections
- high dimensional
- feature selection
- cluster analysis
- dimensionality reduction
- high dimensional data
- linear discriminant analysis
- partial least squares
- feature space
- dimension reduction methods
- high dimensionality
- high dimensional data analysis
- text classification
- neural network
- least squares
- data points
- preprocessing
- pattern recognition
- training data
- image processing
- computer vision