SMARTexplore: Simplifying High-Dimensional Data Analysis through a Table-Based Visual Analytics Approach.
Michael BlumenscheinMichael BehrischStefanie SchmidSimon ButscherDeborah R. WahlKaroline VillingerBritta RennerHarald ReitererDaniel A. KeimPublished in: VAST (2018)
Keyphrases
- visual analytics
- high dimensional data analysis
- dimension reduction
- preprocessing step
- high dimensional
- data analysis
- interactive visualization
- multimodal data
- face recognition
- visual analysis
- learning analytics
- knowledge discovery
- high dimensional data
- variable selection
- dimensionality reduction methods
- visual interfaces
- supervised dimensionality reduction
- feature extraction
- dimensionality reduction
- principal component analysis
- data mining methods
- low dimensional
- preprocessing
- cluster analysis
- cross modal
- pattern recognition
- data visualization
- drug discovery
- feature space
- association rules
- database systems
- nearest neighbor