Improved nonlinear process monitoring based on ensemble KPCA with local structure analysis

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations

Computing, Computer Science, Data Visualization +15

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

Locality Preserving Projections

Xiaofei He, Partha Niyogi · 2003 · 4K citations

Computing, Computer Science, Computer Vision +11

A plant-wide industrial process control problem

James J. Downs, E. F. Vogel · Computers & Chemical Engineering · 1993 · 3.2K citations

Engineering, Industrial Engineering, Systems Engineering +12

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