Modified kernel principal component analysis using double-weighted local outlier factor and its application to nonlinear process monitoring

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

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Computing, Computer Science, Computer Vision +14

LOF

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · ACM SIGMOD Record · 2000 · 5.2K citations

Computing, Computer Science, Data Analytics +6

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

Nonlinear principal component analysis using autoassociative neural networks

Mark Kramer · AIChE Journal · 1991 · 3K citations

Computing, Computer Science, Data Visualization +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