Curves clustering with approximation of the density of functional random variables.
Julien JacquesCristian PredaPublished in: ESANN (2012)
Keyphrases
- random variables
- probability density
- graphical models
- probability distribution
- stochastic optimization problems
- clustering algorithm
- bayesian networks
- distribution function
- conditional independence
- latent variables
- joint distribution
- k means
- random vectors
- directed acyclic graph
- independent and identically distributed
- normal distribution
- marginal distributions
- density estimation
- conditionally independent
- conditional distribution
- conditional probabilities
- closed form
- lead time
- approximation algorithms
- continuous variables
- mixture model
- data points
- probabilistic graphical models
- density function
- joint probability distribution
- probability density function