Process monitoring via enhanced neighborhood preserving embedding

Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

Mikhail Belkin, Partha Niyogi · Neural Computation · 2003 · 7.7K citations

Computing, Computer Science, Data Mining +13

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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

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Neighborhood preserving embedding

Xiaofei He, Deng Cai, Shuicheng Yan · 2005 · 1.5K citations

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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

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