Nonlinear PCA combining principal curves and RBF-networks for process monitoring.
M. Faouzi HarkatGilles MourotJosé RagotPublished in: CDC (2003)
Keyphrases
- principal curves
- rbf network
- principal components
- principal component analysis
- radial basis function
- piecewise linear
- dimensionality reduction
- manifold learning
- rbf neural network
- medial axis
- back propagation
- high dimensional
- neural network
- training algorithm
- covariance matrix
- hyperplane
- sample set
- feature space
- feature extraction
- learning algorithm
- machine learning
- low dimensional
- optimization methods
- face recognition
- learning tasks
- high dimensional data
- multilayer perceptron
- linear combination
- feature set
- pattern recognition