PLS regression on wavelet compressed NIR spectra

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models

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Business, Biostatistics, Mass Spectrometric Analysis +10

An introduction to wavelets

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Natural Sciences, Mathematics, Physics +14

Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models

Svante Wold · Technometrics · 1978 · 582 citations

Business, Biostatistics, Mass Spectrometric Analysis +10

Application of Wavelet Transforms to Experimental Spectra:  Smoothing, Denoising, and Data Set Compression

V. J. Barclay, R. F. Bonner, Ian Hamilton · Analytical Chemistry · 1997 · 254 citations

Computing, Data Science, Biomedical Signal Processing +16