Nonlinear principal component analysis to preserve the order of principal components

Analysis of a complex of statistical variables into principal components.

H. Hotelling · Journal of Educational Psychology · 1933 · 9.3K citations

Multidimensional Analysis, Biostatistics, Statistical Inference +4

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8K citations

Image Analysis, Machine Learning, Data Science +15

Analysis of a complex of statistical variables into principal components.

H. Hotelling · Journal of Educational Psychology · 1933 · 1.9K citations

Multidimensional Analysis, Biostatistics, Statistical Inference +4

Optimal unsupervised learning in a single-layer linear feedforward neural network

Terence D. Sanger · Neural Networks · 1989 · 1.5K citations

Engineering, Machine Learning, Computational Learning Theory +7

Methods for Statistical Data Analysis of Multivariate Observations.

Pranab Kumar Sen, R. Gnanadesikan · Journal of the American Statistical Association · 1978 · 900 citations

Multivariate Observations, Univariate Analysis, Engineering +12