Feature dimensionality reduction via homological properties of observability.
Marcello TrovatiEslam FarsimadanPublished in: Evol. Syst. (2024)
Keyphrases
- dimensionality reduction
- principal components
- preprocessing step
- feature extraction
- genetic algorithm
- pattern recognition and machine learning
- desirable properties
- principal component analysis
- object recognition
- neural network
- image features
- similarity measure
- high dimensionality
- image processing
- decision making
- computer vision
- partial observability