SS-DAC: A systematic framework for selecting the best modeling approach and pre-processing for spectroscopic data
Author:
Funder
Portuguese FCT
European Regional Development Fund
Publisher
Elsevier BV
Subject
Computer Science Applications,General Chemical Engineering
Reference46 articles.
1. Biomarker comparison and selection for prostate cancer detection in Dynamic Contrast Enhanced-Magnetic Resonance Imaging (DCE-MRI);Aguado-Sarrió;Chemom. Intell. Lab. Syst.,2017
2. Variable selection in regression – a tutorial;Andersen;J. Chemom.,2010
3. Support vector machine regression (SVR/LS-SVM) - an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data;Balabin;Analyst,2011
4. Comparison of linear and nonlinear calibration models based on near infrared (NIR) spectroscopy data for gasoline properties prediction;Balabin;Chemom. Intell. Lab. Syst.,2007
5. Variable selection in near-infrared spectroscopy: benchmarking of feature selection methods on biodiesel data;Balabin;Anal. Chim. Acta,2011
Cited by 14 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. A Novel Adaptive Robust NIR Modeling Method Based on Sparse Bayesian Learning;IEEE Transactions on Industrial Informatics;2024-06
2. Predicting the coagulation potential of waste lubricant oil (WLO) using multiblock machine learning of NIR and MIR spectroscopy;Computer Aided Chemical Engineering;2024
3. Crude Oil Density Prediction Improved by Multiblock Analysis of Fourier Transform Ion Cyclotron Resonance Mass Spectrometry, Fourier Transform Infrared, and Near-Infrared Spectroscopy Data;Applied Spectroscopy;2023-08-01
4. An Optimization Approach Coupling Preprocessing with Model Regression for Enhanced Chemometrics;Industrial & Engineering Chemistry Research;2023-04-05
5. Porchlight: An Accessible and Interactive Aid in Preprocessing of Spectral Data;Journal of Chemical Education;2023-02-14
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