Spectral regions selection to improve prediction ability of PLS models by changeable size moving window partial least squares and searching combination moving window partial least squares

Analytica Chimica Acta

Volumn 501, Issue 2, 2004, Pages 183-191

  Du, Y P ^a,d   Liang, Y Z ^b   Jiang, J H ^c   Berry, R J ^a   Ozaki, Y ^a  

^a KWANSEI GAKUIN UNIVERSITY   (Japan)

^b CENTRAL SOUTH UNIVERSITY   (China)

^c HUNAN UNIVERSITY   (China)

^d SHANDONG UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Changeable size moving window partial least squares (CSMWPLS); IR spectra; Moving window partial least squares regression (MWPLSR); PLS; Searching combination moving window partial least squares (SCMWPLS)

Indexed keywords

ADSORPTION; ERRORS; LEAST SQUARES APPROXIMATIONS; OPTIMIZATION; SPECTRUM ANALYSIS;

SPECTRAL REGIONS;

CHEMICAL ANALYSIS;

ARTICLE; INFRARED RADIATION; PREDICTION; PRIORITY JOURNAL; SPECTROSCOPY;

EID: 0347482406     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2003.09.041     Document Type: Article

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