A neural network approach to statistical pattern classification by 'semiparametric' estimation of probability density functions.
Hans G. C. TråvénPublished in: IEEE Trans. Neural Networks (1991)
Keyphrases
- pattern classification
- semi parametric
- parzen window
- probability density function
- density estimation
- neural network
- statistical inference
- pattern recognition
- statistical methods
- density function
- probability density
- feature extraction
- mixture model
- gaussian mixture model
- statistical models
- artificial neural networks
- statistical analysis
- bayesian framework
- machine learning
- least squares
- probability distribution
- regression model
- model selection
- information theory
- linear model
- back propagation
- image processing
- statistical model
- distance function
- em algorithm
- bayesian inference
- data mining techniques
- constrained optimization
- graphical models