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

Spectral Variable ◽

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

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2007.11.005 ◽

2008 ◽

Vol 91 (2) ◽

pp. 194-199 ◽

Cited By ~ 130

Author(s):

Shengfeng Ye ◽

Dong Wang ◽

Shungeng Min

Keyword(s):

Variable Selection ◽

Variable Elimination ◽

Spectral Variable ◽

Uninformative Variable Elimination ◽

The successive projections algorithm for spectral variable selection in classification problems

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2004.12.001 ◽

2005 ◽

Vol 78 (1-2) ◽

pp. 11-18 ◽

Cited By ~ 118

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 ◽

Spectral Variable ◽

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

The Analyst ◽

10.1039/c4an00837e ◽

2014 ◽

Vol 139 (19) ◽

pp. 4894 ◽

Cited By ~ 38

Author(s):

Guo Tang ◽

Yue Huang ◽

Kuangda Tian ◽

Xiangzhong Song ◽

Hong Yan ◽

...

Keyword(s):

Variable Selection ◽

Selection Pattern ◽

Spectral Variable ◽

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

Talanta ◽

10.1016/j.talanta.2011.12.030 ◽

2012 ◽

Vol 89 ◽

pp. 286-291 ◽

Cited By ~ 45

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 ◽

Screening Analysis ◽

Classification and determination of alcohol in gasoline using NIR spectroscopy and the successive projections algorithm for variable selection

Measurement Science and Technology ◽

10.1088/0957-0233/24/2/025502 ◽

2013 ◽

Vol 24 (2) ◽

pp. 025502 ◽

Cited By ~ 8

Author(s):

Aiguo Ouyang ◽

Jun Liu

Keyword(s):

Variable Selection ◽

Nir Spectroscopy ◽

Aspects of the successive projections algorithm for variable selection in multivariate calibration applied to plasma emission spectrometry

Analytica Chimica Acta ◽

10.1016/s0003-2670(01)01182-5 ◽

2001 ◽

Vol 443 (1) ◽

pp. 107-115 ◽

Cited By ~ 62

Author(s):

Roberto Kawakami Harrop Galvão ◽

Maria Fernanda Pimentel ◽

Mario Cesar Ugulino Araujo ◽

Takashi Yoneyama ◽

Valeria Visani

Keyword(s):

Variable Selection ◽

Multivariate Calibration ◽

Emission Spectrometry ◽

Plasma Emission ◽

Plasma Emission Spectrometry ◽

Genetic Algorithm Interval Partial Least Squares Regression Combined Successive Projections Algorithm for Variable Selection in Near-Infrared Quantitative Analysis of Pigment in Cucumber Leaves

Applied Spectroscopy ◽

10.1366/000370210791666246 ◽

2010 ◽

Vol 64 (7) ◽

pp. 786-794 ◽

Cited By ~ 30

Author(s):

Zou Xiaobo ◽

Zhao Jiewen ◽

Mao Hanpin ◽

Shi Jiyong ◽

Yin Xiaopin ◽

...

Keyword(s):

Genetic Algorithm ◽

Quantitative Analysis ◽

Variable Selection ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Application of successive projections algorithm (SPA) as a variable selection in a QSPR study to predict the octanol/water partition coefficients (Kow) of some halogenated organic compounds

Analytical Methods ◽

10.1039/b9ay00170k ◽

2010 ◽

Vol 2 (6) ◽

pp. 758 ◽

Cited By ~ 18

Author(s):

Nasser Goudarzi ◽

Mohammad Goodarzi

Keyword(s):

Variable Selection ◽

Organic Compounds ◽

Partition Coefficients ◽

Halogenated Organic Compounds ◽

Qspr Study ◽

Classification and determination of total protein in milk powder using near infrared reflectance spectrometry and the successive projections algorithm for variable selection

Vibrational Spectroscopy ◽

10.1016/j.vibspec.2011.07.002 ◽

2011 ◽

Vol 57 (2) ◽

pp. 342-345 ◽

Cited By ~ 29

Author(s):

Maria Raquel Cavalcanti Inácio ◽

Maria de Fátima Vitória de Moura ◽

Kássio Michell Gomes de Lima

Keyword(s):

Variable Selection ◽

Total Protein ◽

Near Infrared ◽

Milk Powder ◽

Infrared Reflectance ◽

Near Infrared Reflectance ◽

Reflectance Spectrometry ◽

A graphical user interface for variable selection employing the Successive Projections Algorithm

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2012.05.014 ◽

2012 ◽

Vol 118 ◽

pp. 260-266 ◽

Cited By ~ 28

Author(s):

Henrique Mohallem Paiva ◽

Sófacles Figueredo Carreiro Soares ◽

Roberto Kawakami Harrop Galvão ◽

Mário César Ugulino Araújo

Keyword(s):

User Interface ◽

Variable Selection ◽

Graphical User Interface ◽