Structure-Preserving Deep Autoencoder-based Dimensionality Reduction for Data Visualization.
Ayushman SinghKaustuv NagPublished in: SNPD (2021)
Keyphrases
- structure preserving
- data visualization
- dimensionality reduction
- interactive visualization
- data analysis
- knowledge discovery
- information visualization
- visual data mining
- deep learning
- high dimensional
- big data
- parallel coordinates
- data mining
- data exploration
- restricted boltzmann machine
- pattern recognition
- multidimensional data sets
- data mining and visualization
- dimensionality reduction methods
- high dimensional data
- unsupervised learning
- visualization methods
- data points
- information retrieval
- interactive visual
- exploratory data analysis
- principal component analysis
- data representation
- object oriented
- exploratory analysis
- feature space
- visualization tools
- case study
- feature selection
- virtual environment
- social networks
- data integration