ClustVis: a web tool for visualizing clustering of multivariate data using Principal Component Analysis and heatmap.
Tauno MetsaluJaak ViloPublished in: Nucleic Acids Res. (2015)
Keyphrases
- multivariate data
- principal components
- categorical data
- principal component analysis
- visualization methods
- clustering algorithm
- high dimensional
- dimensionality reduction
- website
- k means
- clustering method
- information visualization
- cluster analysis
- web pages
- web users
- web mining
- dimension reduction
- high dimensionality
- covariance matrix
- high dimensional data
- linear discriminant analysis
- original data
- data points
- multivariate time series
- singular value decomposition
- data sets
- unsupervised learning
- low dimensional
- feature extraction
- visualization tool
- face recognition
- interactive visualization
- computer vision
- machine learning