ClustVarLV: An R Package for the Clustering of Variables Around Latent Variables.
Evelyne VigneauMingkun ChenMostafa El QannariPublished in: R J. (2015)
Keyphrases
- latent variables
- random variables
- observed variables
- hidden variables
- probabilistic model
- factor graphs
- clustering algorithm
- structural model
- posterior distribution
- real valued
- k means
- structural svms
- latent variable models
- hierarchical model
- causal relationships
- probabilistic latent semantic analysis
- topic models
- gaussian process
- prior knowledge
- variational bayes
- data points
- graphical models
- observational data
- approximate inference
- latent factors
- probability distribution
- self organizing maps
- cluster analysis
- conditionally independent
- structured output
- max margin
- generative model
- distance metric
- em algorithm
- natural language processing
- data mining
- conditional probabilities
- text mining