Parallel PCA–KPCA for nonlinear process monitoring

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

Nonlinear principal component analysis using autoassociative neural networks

Mark Kramer · AIChE Journal · 1991 · 3K citations

Computing, Computer Science, Data Visualization +16

Monitoring batch processes using multiway principal component analysis

Paul Nomikos, John F. MacGregor · AIChE Journal · 1994 · 1.5K citations

Engineering, Chemical Engineering, Process Control +16

Disturbance detection and isolation by dynamic principal component analysis

Wenfu Ku, Robert H. Storer, Christos Georgakis · Chemometrics and Intelligent Laboratory Systems · 1995 · 1.5K citations

Engineering, Systems Engineering, Complex Systems +13

Fault Detection and Diagnosis in Industrial Systems

E L Russell and R D Braatz L H Chiang · Measurement Science and Technology · 2001 · 1.4K citations

Engineering, Industrial Engineering, Systems Engineering +16