Fused stagewise regression — A waveband selection algorithm for spectroscopy-Reference-Cited by-同舟云学术

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Fused stagewise regression — A waveband selection algorithm for spectroscopy

Published:2015-12 Issue: Volume:149 Page:53-65
ISSN:0169-7439
Container-title:Chemometrics and Intelligent Laboratory Systems
language:en
Short-container-title:Chemometrics and Intelligent Laboratory Systems

Author:

Malli B.,Natschläger T.

Funder

Austrian Ministry for Transport, Innovation and Technology

Federal Ministry of Science, Research and Economy

Province of Upper Austria in the frame of the COMET center SCCH

Austrian research funding association

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference28 articles.

1. The Elements of Statistical Learning, Springer Series in Statistics;Hastie,2001

2. Variable selection in near-infrared spectroscopy: benchmarking of feature selection methods on biodiesel data;Balabin;Anal. Chim. Acta,2011

3. Enhanced genetic operators design for waveband selection in multivariate calibration based on NIR spectroscopy;Cernuda;J. Chemom.,2014

4. Genetic algorithms applied to feature selection in PLS regression: how and when to use them;Leardi;Chemom. Intell. Lab. Syst.,1998

5. Interval partial least-squares regression (iPLS): a comparative chemometric study with an example from near-infrared spectroscopy;Norgaard;Appl. Spectrosc.,2000

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1. Simultaneous variable selection for the classification of near infrared spectra;Chemometrics and Intelligent Laboratory Systems;2021-04

2. Calibration Methodologies;Comprehensive Chemometrics;2020

3. Screening wavelengths with consistent and stable signals to realize calibration model transfer of near infrared spectra;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2019-01

4. Capillary electrophoresis in association with chemometrics approach for bitterness hop (Humulus lupulus L .) classification;ELECTROPHORESIS;2018-03-25

5. Simultaneous determination of aspartame, cyclamate, saccharin and acesulfame-K in powder tabletop sweeteners by FT-Raman spectroscopy associated with the multivariate calibration: PLS, iPLS and siPLS models were compared;Food Research International;2017-09

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