Network-Based Clustering and Embedding for High-Dimensional Data Visualization.
Hengyuan ZhangXiaowu ChenPublished in: CAD/Graphics (2013)
Keyphrases
- data visualization
- high dimensional
- data exploration
- high dimensional data
- exploratory analysis
- data analysis
- multidimensional data
- knowledge discovery
- data points
- nonlinear dimensionality reduction
- clustering algorithm
- interactive visualization
- data mining
- information visualization
- dimensionality reduction
- low dimensional
- visualization methods
- visual data mining
- data mining and visualization
- parallel coordinates
- exploratory data analysis
- clustering method
- high dimensional data sets
- big data
- unsupervised learning
- multi dimensional
- k means
- embedding space
- interactive visual
- multidimensional data sets
- nonlinear manifold learning
- categorical data
- cluster analysis
- outlier detection
- data sets
- knowledge discovery process
- self organizing maps
- similarity search