Integrated Dual Analysis of Quantitative and Qualitative High-Dimensional Data.
Juliane MüllerLaura GarrisonPhilipp UlbrichStefanie SchreiberStefan BrucknerHelwig HauserSteffen Oeltze-JafraPublished in: IEEE Trans. Vis. Comput. Graph. (2021)
Keyphrases
- quantitative and qualitative
- high dimensional data
- data analysis
- nearest neighbor
- dimensionality reduction
- high dimensional
- low dimensional
- manifold learning
- descriptive statistics
- data sets
- data points
- input space
- sparse representation
- high dimensionality
- dimension reduction
- high dimensions
- quantitative data
- image processing
- high dimensional spaces
- subspace clustering
- data distribution
- text data
- subspace learning
- nonlinear dimensionality reduction
- clustering high dimensional data
- variable selection
- original data
- particle swarm optimization
- input data
- pattern recognition
- feature extraction
- data mining
- real world
- neural network