Laplacian Regularized Least Squares Regression and its Dynamic Parameter Optimization for Near Infrared Spectroscopy Modeling

Third International Conference on Natural Computation (ICNC 2007) ◽

10.1109/icnc.2007.458 ◽

2007 ◽

Author(s):

Hui-hua Yang ◽

Feng Qin ◽

Yong Wang ◽

Qiong-lin Liang ◽

Yi-ming Wang ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Parameter Optimization ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Dynamic Parameter ◽

Least Squares Regression ◽

Regularized Least Squares ◽

Laplacian Regularized Least Squares

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Investigation of an on-line detection method combining near infrared spectroscopy with local partial least squares regression for the elution process of sodium aescinate

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2013.02.014 ◽

2013 ◽

Vol 109 ◽

pp. 68-78 ◽

Cited By ~ 1

Author(s):

Ye Jin ◽

Haiying Ding ◽

Xuesong Liu ◽

Xinmin Wan ◽

Lianjun Luan ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Detection Method ◽

Line Detection ◽

Least Squares Regression ◽

On Line

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DETERMINATION OF BRACHIARIA SPP. FORAGE QUALITY BY NEAR-INFRARED SPECTROSCOPY AND PARTIAL LEAST SQUARES REGRESSION

Journal of the Chilean Chemical Society ◽

10.4067/s0717-97072017000200010 ◽

2017 ◽

Vol 62 (2) ◽

pp. 3472-3477 ◽

Cited By ~ 2

Author(s):

MARIEL MONRROY ◽

DEHYLIS GUTIÉRREZ ◽

MARISSA MIRANDA ◽

KARLA HERNÁNDEZ ◽

JOSÉ RENÁN GARCÍA

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Forage Quality ◽

Least Squares Regression

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Hemodialysis monitoring using mid- and near-infrared spectroscopy with partial least squares regression

Journal of Biophotonics ◽

10.1002/jbio.201700365 ◽

2018 ◽

Vol 11 (7) ◽

pp. e201700365 ◽

Cited By ~ 2

Author(s):

Raphael Henn ◽

Christian G. Kirchler ◽

Zora L. Schirmeister ◽

Andreas Roth ◽

Werner Mäntele ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression

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Rapid analysis of the in-process extract solutions of compound E Jiao oral liquid using near infrared spectroscopy and partial least-squares regression

Analytical Methods ◽

10.1039/c3ay40989a ◽

2013 ◽

Vol 5 (19) ◽

pp. 5272 ◽

Cited By ~ 8

Author(s):

Haifan Han ◽

Lu Zhang ◽

Yan Zhang ◽

Wenlong Li ◽

Haibin Qu

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Rapid Analysis ◽

Least Squares Regression ◽

Oral Liquid

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Optimization of informative spectral regions for the quantification of cholesterol, glucose and urea in control serum solutions using searching combination moving window partial least squares regression method with near infrared spectroscopy

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2005.08.015 ◽

2006 ◽

Vol 82 (1-2) ◽

pp. 90-96 ◽

Cited By ~ 33

Author(s):

Naroo Kang ◽

Sumaporn Kasemsumran ◽

Young-Ah Woo ◽

Hyo-Jin Kim ◽

Yukihiro Ozaki

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Regression Method ◽

Moving Window ◽

Least Squares Regression ◽

Control Serum

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Non-destructive and Rapid Prediction of Moisture Content in Red Pepper (Capsicum annuum L.) Powder Using Near-infrared Spectroscopy and a Partial Least Squares Regression Model

Journal of Biosystems Engineering ◽

10.5307/jbe.2014.39.3.184 ◽

2014 ◽

Vol 39 (3) ◽

pp. 184-193 ◽

Cited By ~ 6

Author(s):

Jongguk Lim ◽

Changyeun Mo ◽

Giyoung Kim ◽

Sukwon Kang ◽

Kangjin Lee ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Moisture Content ◽

Regression Model ◽

Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Rapid Prediction ◽

Non Destructive

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Development and evaluation of models for specific gravity of Eucalyptus tereticornis wood by fourier transformed near infrared spectroscopy and partial least squares regression analysis

Journal of the Indian Academy of Wood Science ◽

10.1007/s13196-012-0069-0 ◽

2012 ◽

Vol 9 (1) ◽

pp. 40-45 ◽

Cited By ~ 2

Author(s):

Aasheesh Raturi ◽

Vimal Kothiyal ◽

K. K. Uniyal ◽

P. D. Semalty

Keyword(s):

Regression Analysis ◽

Infrared Spectroscopy ◽

Specific Gravity ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Eucalyptus Tereticornis ◽

Least Squares Regression

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Optimization of Discriminant Partial Least Squares Regression Models for the Detection of Animal By-Product Meals in Compound Feedingstuffs by Near-Infrared Spectroscopy

Applied Spectroscopy ◽

10.1366/000370206779321427 ◽

2006 ◽

Vol 60 (12) ◽

pp. 1432-1437 ◽

Cited By ~ 15

Author(s):

D. C. Pérez-Marín ◽

A. Garrido-Varo ◽

J. E. Guerrero

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Regression Models ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression

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Genetic Algorithm-Based Method for Selecting Wavelengths and Model Size for Use with Partial Least-Squares Regression: Application to Near-Infrared Spectroscopy

Analytical Chemistry ◽

10.1021/ac9607121 ◽

1996 ◽

Vol 68 (23) ◽

pp. 4200-4212 ◽

Cited By ~ 141

Author(s):

Arjun S. Bangalore ◽

Ronald E. Shaffer ◽

Gary W. Small ◽

Mark A. Arnold

Keyword(s):

Genetic Algorithm ◽

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Model Size

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Determination of Main Categories of Components in Corn Steep Liquor by Near-Infrared Spectroscopy and Partial Least-Squares Regression

Journal of Agricultural and Food Chemistry ◽

10.1021/jf3012823 ◽

2012 ◽

Vol 60 (32) ◽

pp. 7830-7835 ◽

Cited By ~ 16

Author(s):

Xue Xiao ◽

Yuanyuan Hou ◽

Jun Du ◽

Yang Liu ◽

Yanjie Liu ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Corn Steep Liquor ◽

Least Squares Regression ◽

Steep Liquor

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