Variable-weighted least-squares support vector machine for multivariate spectral analysis

Talanta

Volumn 80, Issue 5, 2010, Pages 1698-1701

  Zou, Hong Yan ^a   Wu, Hai Long ^a   Fu, Hai Yan ^a   Tang, Li Juan ^a   Xu, Lu ^a   Nie, Jin Fang ^a   Yu, Ru Qin ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

LS SVM; Multivariate regression; Particle swarm optimization; PLS; Variable selection

Indexed keywords

CHEMICAL ANALYSIS; GLOBAL OPTIMIZATION; MULTIVARIANT ANALYSIS; REGRESSION ANALYSIS; SPECTRUM ANALYSIS; SUPPORT VECTOR MACHINES;

LEAST SQUARES SUPPORT VECTOR MACHINES; LS-SVM; MULTIVARIATE REGRESSION; MULTIVARIATE REGRESSION MODELS; MULTIVARIATE SPECTRAL ANALYSIS; PARTICLE SWARM OPTIMIZATION ALGORITHM; UNINFORMATIVE VARIABLE ELIMINATIONS; VARIABLE SELECTION;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 75749121783     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2009.10.009     Document Type: Article

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