Successive projections algorithm combined with uninformative variable elimination for spectral variable selection

2008 ◽  
Vol 91 (2) ◽  
pp. 194-199 ◽  
Author(s):  
Shengfeng Ye ◽  
Dong Wang ◽  
Shungeng Min
Keyword(s):  
Variable Selection ◽  
Successive Projections Algorithm ◽  
Variable Elimination ◽  
Spectral Variable ◽  
Uninformative Variable Elimination ◽  
Successive Projections

A combination algorithm for variable selection to determine soluble solid content and firmness of pears

2014 ◽  
Vol 6 (7) ◽  
pp. 2170-2180 ◽  
Author(s):  
Jiangbo Li ◽  
Chunjiang Zhao ◽  
Wenqian Huang ◽  
Chi Zhang ◽  
Yankun Peng
Keyword(s):  
Monte Carlo ◽  
Variable Selection ◽  
Solid Content ◽  
New Combination ◽  
Soluble Solid Content ◽  
Successive Projections Algorithm ◽  
Variable Elimination ◽  
Soluble Solid ◽  
Uninformative Variable Elimination ◽  
Successive Projections

A new combination of Monte Carlo-uninformative variable elimination and the successive projections algorithm (MC-UVE-SPA) was proposed to select the most effective variables.

A modification of the successive projections algorithm for spectral variable selection in the presence of unknown interferents

2011 ◽  
Vol 689 (1) ◽  
pp. 22-28 ◽  
Author(s):  
Sófacles Figueredo Carreiro Soares ◽  
Roberto Kawakami Harrop Galvão ◽  
Mário César Ugulino Araújo ◽  
Edvan Cirino da Silva ◽  
Claudete Fernandes Pereira ◽  
...  
Keyword(s):  
Variable Selection ◽  
Successive Projections Algorithm ◽  
Spectral Variable ◽  
Successive Projections

The successive projections algorithm for spectral variable selection in classification problems

2005 ◽  
Vol 78 (1-2) ◽  
pp. 11-18 ◽  
Author(s):  
Márcio José Coelho Pontes ◽  
Roberto Kawakami Harrop Galvão ◽  
Mário César Ugulino Araújo ◽  
Pablo Nogueira Teles Moreira ◽  
Osmundo Dantas Pessoa Neto ◽  
...  
Keyword(s):  
Variable Selection ◽  
Classification Problems ◽  
Successive Projections Algorithm ◽  
Spectral Variable ◽  
Successive Projections

A new spectral variable selection pattern using competitive adaptive reweighted sampling combined with successive projections algorithm

The Analyst ◽  
2014 ◽  
Vol 139 (19) ◽  
pp. 4894 ◽  
Author(s):  
Guo Tang ◽  
Yue Huang ◽  
Kuangda Tian ◽  
Xiangzhong Song ◽  
Hong Yan ◽  
...  
Keyword(s):  
Variable Selection ◽  
Successive Projections Algorithm ◽  
Selection Pattern ◽  
Spectral Variable ◽  
Successive Projections

Screening analysis of beer ageing using near infrared spectroscopy and the Successive Projections Algorithm for variable selection

Talanta ◽  
2012 ◽  
Vol 89 ◽  
pp. 286-291 ◽  
Author(s):  
Mahdi Ghasemi-Varnamkhasti ◽  
Seyed Saied Mohtasebi ◽  
Maria Luz Rodriguez-Mendez ◽  
Adriano A. Gomes ◽  
Mario Cesar Ugulino Araújo ◽  
...  
Keyword(s):  
Infrared Spectroscopy ◽  
Variable Selection ◽  
Near Infrared Spectroscopy ◽  
Near Infrared ◽  
Successive Projections Algorithm ◽  
Screening Analysis ◽  
Successive Projections
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