Survey on data-driven industrial process monitoring and diagnosis

Principal component analysis

Svante Wold, Kim H. Esbensen, Paul Geladi · Chemometrics and Intelligent Laboratory Systems · 1987 · 11.5K citations

Natural Sciences, Biostatistics, Data Analytics +5

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8.1K citations

Computing, Computer Science, Computer Vision +14

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations

Business, Computer Science, Statistical Modeling +7

Fast Learning in Networks of Locally-Tuned Processing Units

John Moody, Christian J. Darken · Neural Computation · 1989 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +15

A User's Guide to Principal Components

Stefan D. Leigh, J. Edward Jackson · Technometrics · 1993 · 3.4K citations

Computing, Data Science, Multivariate Visualization +7