Robust dimensionality reduction for data visualization with deep neural networks.
Martin BeckerJens LippelAndré StuhlsatzThomas ZielkePublished in: Graph. Model. (2020)
Keyphrases
- data visualization
- dimensionality reduction
- neural network
- data analysis
- interactive visualization
- knowledge discovery
- scientific visualization
- pattern recognition
- visual data mining
- data mining
- chance discovery
- nonlinear dimensionality reduction
- principal component analysis
- feature extraction
- data exploration
- information visualization
- parallel coordinates
- dimensionality reduction methods
- data mining and visualization
- exploratory data analysis
- data mining and knowledge discovery
- big data
- high dimensional
- multi dimensional
- knowledge discovery process
- low dimensional
- feature space
- visualization methods
- self organizing maps
- case study
- interactive visual
- high dimensional data