Comparative analysis of dimensionality reduction techniques for cybersecurity in the SWaT dataset.
Mehmet BozdalKadir IleriAli OzkahramanPublished in: J. Supercomput. (2024)
Keyphrases
- comparative analysis
- dimensionality reduction
- low dimensional
- high dimensional data
- principal component analysis
- semi quantitative
- data representation
- feature extraction
- pattern recognition
- pattern recognition and machine learning
- database
- fusion scheme
- neural network
- manifold learning
- benchmark datasets
- high dimensional
- genetic algorithm
- high dimensionality
- feature selection
- synthetic datasets
- data points
- structure preserving
- face recognition
- real world
- principal components
- input space
- human actions
- clustering algorithm
- real time