Another look at principal curves and surfaces

Twinned principal curves

Neural Networks

Auto-associative models and generalized principal component analysis

Journal of Multivariate Analysis

Local principal curves

Statistics and Computing

A web server for automatic analysis and extraction of relevant biological knowledge

Computers in Biology and Medicine

2008 Special Issue: On multidimensional scaling and the embedding of self-organising maps

Neural Networks

Nonlinear principal components, II: Characterization of normal distributions

Journal of Multivariate Analysis

Measuring non-linear dependence for two random variables distributed along a curve

Statistics and Computing

Principal manifold learning by sparse grids

Computing

A bottom-up algorithm for finding principal curves with applications to image skeletonization

Pattern Recognition

Principal curves with feature continuity

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

Similarity preserving principal curve: an optimal 1-D feature extractor for data representation

IEEE Transactions on Neural Networks

Principal components for multivariate functional data

Computational Statistics & Data Analysis

Construction algorithm of principal curves in the sense of limit

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

A new principal curve algorithm for nonlinear principal component analysis

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

Nonlinearities and adaptation of color vision from sequential principal curves analysis

Neural Computation

A global structure-based algorithm for detecting the principal graph from complex data

Pattern Recognition