A novel dimensionality reduction approach by integrating dynamics theory and machine learning.
Xiyuan ChenQiubao WangPublished in: Math. Comput. Simul. (2024)
Keyphrases
- machine learning
- dimensionality reduction
- pattern recognition
- high dimensional
- learning systems
- computational model
- feature extraction
- statistical learning theory
- general theory
- linear discriminant analysis
- computer vision
- theoretical basis
- principal component analysis
- data mining
- dynamic model
- high dimensionality
- machine learning methods
- theoretical framework
- structure preserving
- low dimensional
- text mining
- natural language processing
- supervised learning
- information extraction
- data analysis
- high dimensional data
- machine learning algorithms
- knowledge acquisition
- computational intelligence
- dynamical systems
- data representation
- knowledge representation
- decision trees
- learning algorithm