Multivariate process monitoring and analysis based on multi-scale KPLS

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 20.8K citations

Spectral Theory, Multiresolution Representations, Image Analysis +12

Comparing support vector machines with Gaussian kernels to radial basis function classifiers

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Support Vector, Engineering, Machine Learning +20

Multiscale PCA with application to multivariate statistical process monitoring

Bhavik R. Bakshi · AIChE Journal · 1998 · 835 citations

Wavelet Coefficients, Matrix Augmentation, Engineering +17

Nonlinear principal component analysis—Based on principal curves and neural networks

Diya Dong, Thomas J. McAvoy · Computers & Chemical Engineering · 1996 · 628 citations

Principal Curves, Engineering, Machine Learning +4

Data-based process monitoring, process control, and quality improvement: Recent developments and applications in steel industry

Manabu Kano, Yoshiaki Nakagawa · Computers & Chemical Engineering · 2007 · 504 citations

Data-based Process Monitoring, Statistical Process Control, Engineering +12