A variable selection method based on mutual information and variance inflation factor-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A variable selection method based on mutual information and variance inflation factor

Published:2022-03 Issue: Volume:268 Page:120652
ISSN:1386-1425
Container-title:Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
language:en
Short-container-title:Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy

Author:

Cheng Jiehong,Sun Jun,Yao Kunshan,Xu Min,Cao Yan

Funder

Priority Academic Program Development of Jiangsu Higher Education Institutions

Publisher

Elsevier BV

Subject

Spectroscopy,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Reference23 articles.

1. Improvement of near infrared spectroscopic (NIRS) analysis of caffeine in roasted Arabica coffee by variable selection method of stability competitive adaptive reweighted sampling (SCARS);Zhang;Spectrochim. Acta Part A Mol. Biomol. Spectrosc.,2013

2. Statistical pattern recognition: A review;Popatjain;IEEE Trans. Pattern Anal. Mach. Intell.,2000

3. Normalized Mutual Information Feature Selection;Estevez;IEEE Trans. Neural Networks,2009

4. A multi-objective evolutionary algorithm for feature selection based on mutual information with a new redundancy measure;Wang;Inf. Sci.,2015

5. A model population analysis method for variable selection based on mutual information;Long;Chemometrics Intell. Lab. Syst.,2013

Cited by 88 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. Identification and quantitative detection of illegal additives in wheat flour based on near-infrared spectroscopy combined with chemometrics;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2024-12

2. Novel CNN-based transformer integrating Boruta algorithm for production prediction modeling and energy saving of industrial processes;Expert Systems with Applications;2024-12

3. Development of comprehensive prediction models for pumpkin fruit sensory quality using physicochemical analysis, near-infrared spectroscopy, and machine learning;Journal of Food Composition and Analysis;2024-10

4. A Complete EDA and DL Pipeline for Softwarized 5G Network Intrusion Detection;Future Internet;2024-09-10

5. The dynamic role of digital financial inclusion, sustainable energy transition, and governance in achieving global ecological sustainability;Natural Resources Forum;2024-09-03

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