Model stacking to improve prediction and variable importance robustness for soft sensor development-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Model stacking to improve prediction and variable importance robustness for soft sensor development

Published:2022-06 Issue: Volume:3 Page:100034
ISSN:2772-5081
Container-title:Digital Chemical Engineering
language:en
Short-container-title:Digital Chemical Engineering

Author:

Barton Maxwell^ORCID,Lennox Barry^ORCID

Publisher

Elsevier BV

Reference48 articles.

1. Ali, K. M., Pazzani, M. J., 1995. On the link between error correlation and error reduction in decision tree ensembles.

2. Random search for hyper-parameter optimization;Bergstra;J. Mach. Learn. Res.,2012

3. Data science challenges in chemical manufacturing;Braun,2020

4. Random forests;Breiman;Mach. Learn.,2001

5. Soft sensing modeling based on stacked least square-support vector machine and its application;Chang,2006

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. Feature Extraction and Classification of Motor Imagery EEG Signals in Motor Imagery for Sustainable Brain–Computer Interfaces;Sustainability;2024-08-02

2. Machine Learning-Based Prediction of Cyclic Voltammetry Behavior of Substitution of Zinc and Cobalt in BiFeO₃/Bi₂₅FeO₄₀ for Supercapacitor Applications;ACS Omega;2024-07-26

3. Advanced series decomposition with a gated recurrent unit and graph convolutional neural network for non-stationary data patterns;Journal of Cloud Computing;2024-01-18

4. An optimization-based stacked ensemble regression approach to predict the compressive strength of self-compacting concrete;Matéria (Rio de Janeiro);2024

5. Combining UAV and Sentinel-2 Imagery for Estimating Millet FCover in a Heterogeneous Agricultural Landscape of Senegal;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2024

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