Variable selection in visible and near-infrared spectra: Application to on-line determination of sugar content in pears

作者: Huirong Xu , Bing Qi , Tong Sun , Xiaping Fu , Yibin Ying

DOI: 10.1016/J.JFOODENG.2011.09.022

关键词:

摘要: Informative variable (or wavelength) selection plays an important role in quantitative analysis by visible and near-infrared (Vis–NIR) spectroscopy. Four different variable selection …

参考文章(39)
Natalia Sorol, Eleuterio Arancibia, Santiago A. Bortolato, Alejandro C. Olivieri, Visible/near infrared-partial least-squares analysis of Brix in sugar cane juice: A test field for variable selection methods Chemometrics and Intelligent Laboratory Systems. ,vol. 102, pp. 100- 109 ,(2010) , 10.1016/J.CHEMOLAB.2010.04.009
Arjun S. Bangalore, Ronald E. Shaffer, Gary W. Small, Mark A. Arnold, Genetic Algorithm-Based Method for Selecting Wavelengths and Model Size for Use with Partial Least-Squares Regression: Application to Near-Infrared Spectroscopy Analytical Chemistry. ,vol. 68, pp. 4200- 4212 ,(1996) , 10.1021/AC9607121
Natalia Hernández Sánchez, Sébastien Lurol, Jean Michel Roger, Véronique Bellon-Maurel, Robustness of models based on NIR spectra for sugar content prediction in apples Journal of Near Infrared Spectroscopy. ,vol. 11, pp. 97- 107 ,(2003) , 10.1255/JNIRS.358
Sumio Kawano, Hideyuki Abe, Mutsuo Iwamoto, Development of a Calibration Equation with Temperature Compensation for Determining the Brix Value in Intact Peaches Journal of Near Infrared Spectroscopy. ,vol. 3, pp. 211- 218 ,(1995) , 10.1255/JNIRS.71
Héctor C. Goicoechea, Alejandro C. Olivieri, Wavelength Selection for Multivariate Calibration Using a Genetic Algorithm: A Novel Initialization Strategy Journal of Chemical Information and Computer Sciences. ,vol. 42, pp. 1146- 1153 ,(2002) , 10.1021/CI0255228
Patricia Paz, María-Teresa Sánchez, Dolores Pérez-Marín, José Emilio Guerrero, Ana Garrido-Varo, Instantaneous quantitative and qualitative assessment of pear quality using near infrared spectroscopy Computers and Electronics in Agriculture. ,vol. 69, pp. 24- 32 ,(2009) , 10.1016/J.COMPAG.2009.06.008
Mário César Ugulino Araújo, Teresa Cristina Bezerra Saldanha, Roberto Kawakami Harrop Galvão, Takashi Yoneyama, Henrique Caldas Chame, Valeria Visani, The successive projections algorithm for variable selection in spectroscopic multicomponent analysis Chemometrics and Intelligent Laboratory Systems. ,vol. 57, pp. 65- 73 ,(2001) , 10.1016/S0169-7439(01)00119-8