Combining support vector regression with feature selection for multivariate calibration
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
http://link.springer.com/content/pdf/10.1007/s00521-008-0202-6.pdf
Reference28 articles.
1. Peussa M, Härkönen S, Puputti J, Niinistö L (2000) Application of PLS multivariate calibration for the determination of the hydroxyl group content in calcined silica by DRIFTS. J Chemom 14:501–512
2. Marx BD, Eilers PHC (2002) Multivariate calibration stability: a comparison of methods. J Chemom 16:129–140
3. Tormod N, Knut K, Tomas I, Charles M (1993) Artificial neural networks in multivariate calibration. J Near Infrared Spectr 1:1–11
4. Poppi RJ, Massart DL (1998) The optimal brain surgeon for pruning neural network architecture applied to multivariate calibration. Anal Chim Acta 375:187–195
5. Tetko VI, Livingstone JD, Luik IA (1995) Neural network studies: 1. comparison of overfitting and overtraining. J Chem Inform Comp Sci 35:826–833
Cited by 19 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. Comparison of Feature Selection Algorithms for Traffic Micro-Simulation Model Calibration;Uluslararası Muhendislik Arastirma ve Gelistirme Dergisi;2022-07-31
2. Selection of time instants and intervals with Support Vector Regression for multivariate functional data;Computers & Operations Research;2020-11
3. Improved Oil Viscosity Characterization by Low-Field NMR Using Feature Engineering and Supervised Learning Algorithms;Energy & Fuels;2020-10-21
4. Feature Selection Using Gram-Schmidt Orthogonalization For Support Vector Regression – A Case Study Of Mortality Rate Prediction Caused By Pneumonia;Journal of Physics: Conference Series;2019-03
5. calibration modeling in non invasive blood glucose levels using support vector regression;International Journal of Scientific Research in Science, Engineering and Technology;2018-12-12
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