A new ensemble modeling method for multivariate calibration of near infrared spectra-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A new ensemble modeling method for multivariate calibration of near infrared spectra

Published:2021 Issue:11 Volume:13 Page:1374-1380
ISSN:1759-9660
Container-title:Analytical Methods
language:en
Short-container-title:Anal. Methods

Author:

Wang Kaiyi¹²³⁴⁵,Bian Xihui¹²³⁴⁵^ORCID,Tan Xiaoyao¹²³⁴⁵^ORCID,Wang Haitao¹²³⁴⁵,Li Yankun⁶⁷⁸⁵^ORCID

Affiliation:

1. State Key Laboratory of Separation Membranes and Membrane Processes

2. School of Chemical Engineering and Technology

3. Tiangong University

4. Tianjin

5. P. R. China

6. Department of Environment Science and Engineering

7. North China Electric Power University

8. Baoding

Abstract

A new ensemble modeling method based on PLS, MC sampling and LASSO was proposed for multivariate calibration of near infrared spectra.

Funder

Sichuan University

Publisher

Royal Society of Chemistry (RSC)

Subject

General Engineering,General Chemical Engineering,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2021/AY/D1AY00017A

Reference45 articles.

1. Coming Full Circle: Back to Basics in the Application of near Infrared Spectroscopy to the Forest and Wood Products Sector

2. FT-NIR, MicroNIR and LED-MicroNIR for detection of adulteration in palm oil via PLS and LDA

3. Authentication of the geographical origin of Roselle (Hibiscus sabdariffa L) using various spectroscopies: NIR, low-field NMR and fluorescence

4. Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy

5. Near-infrared, mid-infrared or combined diffuse reflectance spectroscopy for assessing soil fertility in rice fields in sub-Saharan Africa

Cited by 17 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Applying virtual sample generation and ensemble modeling for improving the spectral diagnosis of cancer;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2024-10

2. An Improved Ensemble Learning Method for Protein Content Analysis of Corn with Small Sample by Near-Infrared Spectroscopy;Food Analytical Methods;2024-08-26

3. Online analysis of iron ore slurry using PGNAA technology with artificial neural network;Nuclear Engineering and Technology;2024-07

4. Rapid quantification of grapeseed oil multiple adulterations using near-infrared spectroscopy coupled with a novel double ensemble modeling method;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2024-04

5. Rapid identification of adulterated rice based on data fusion of near-infrared spectroscopy and machine vision;Journal of Food Measurement and Characterization;2024-03-25

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3