UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.
Mateus EspadotoGabriel ApplebyAshley SuhDylan CashmanMingwei LiCarlos ScheideggerErik W. AndersonRemco ChangAlexandru C. TeleaPublished in: CoRR (2021)
Keyphrases
- high dimensional data
- visual analytics
- data analysis
- high dimensionality
- dimensionality reduction
- low dimensional
- high dimensional
- interactive visualization
- knowledge discovery
- nearest neighbor
- visual analysis
- similarity search
- subspace clustering
- visual interfaces
- learning analytics
- data distribution
- data points
- data sets
- high dimensional spaces
- high dimensional datasets
- linear discriminant analysis
- big data
- manifold learning
- machine learning
- data mining methods
- dimensional data
- data mining
- data visualization
- gene expression data
- text mining
- preprocessing
- feature extraction
- text data
- information visualization
- data warehouse
- high dimensional data sets
- feature selection
- clustering high dimensional data