Concepedia

Modified kernel principal component analysis based on local structure analysis and its application to nonlinear process fault diagnosis

Xiaogang Deng, Xuemin Tian, Sheng Chen

Chemometrics and Intelligent Laboratory Systems · 2013 · 118 citations · 46 references

DOI

Concepts

References

46

Nonlinear Dimensionality Reduction by Locally Linear Embedding

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

, , +15

On Estimation of a Probability Density Function and Mode

Emanuel Parzen · The Annals of Mathematical Statistics · 1962 · 10.5K citations · Full text

, , +9

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

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

, , +14

Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

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

, , +13

Locality Preserving Projections

Xiaofei He, Partha Niyogi · 2003 · 4K citations

, , +11