Sequential dimension reduction and clustering of mixed-type data.
Angelos I. MarkosOdysseas MoschidisTheodore ChadjipantelisPublished in: Int. J. Data Anal. Tech. Strateg. (2020)
Keyphrases
- dimension reduction
- high dimensional data
- data points
- training data
- data analysis
- data sets
- similarity matrix
- principal component analysis
- image data
- high dimensionality
- knowledge discovery
- data sources
- high dimensional
- database
- feature extraction
- cluster analysis
- image segmentation
- clustering algorithm
- manifold learning
- pattern recognition
- low dimensional
- unsupervised learning
- linear discriminant analysis
- partial least squares
- real world
- high dimensional data analysis