Data visualization via latent variables and mixture models: a brief survey.
Rodolphe PriamMohamed NadifPublished in: Pattern Anal. Appl. (2016)
Keyphrases
- data visualization
- latent variables
- mixture model
- probabilistic model
- gaussian mixture model
- generative model
- data analysis
- graphical models
- density estimation
- em algorithm
- language model
- topic models
- knowledge discovery
- expectation maximization
- data mining
- approximate inference
- gaussian process
- posterior distribution
- hidden variables
- structured prediction
- prior knowledge
- random variables
- big data
- model selection
- bayesian inference
- probability density function
- maximum likelihood
- max margin
- computer vision
- bayesian networks
- factor graphs
- unsupervised learning
- real world
- data sets
- variational inference
- log linear models
- cross validation
- text mining
- clustering algorithm
- information retrieval
- machine learning
- databases