Concepedia

Locally weighted kernel partial least squares regression based on sparse nonlinear features for virtual sensing of nonlinear time-varying processes

Xinmin Zhang, Manabu Kano, Yuan Li

Computers & Chemical Engineering · 2017 · 61 citations · 34 references

DOI

Concepts

References

34

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

, , +17

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

, , +15

Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

Christopher K. I. Williams · Journal of the American Statistical Association · 2003 · 4.3K citations

, , +12

Data-driven Soft Sensors in the process industry

Petr Kadlec, Bogdan Gabryś, Sibylle Strandt · Computers & Chemical Engineering · 2009 · 1.8K citations · Full text

, , +14

Kernel partial least squares regression in reproducing kernel hilbert space

Roman Rosipal, Leonard J. Trejo · 2002 · 884 citations

, , +17