Identifying key features in reactive flows: A tutorial on combining dimensionality reduction, unsupervised clustering, and feature correlation
Author:
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,General Chemical Engineering,Environmental Chemistry,General Chemistry
Reference80 articles.
1. A comparison of random forest and support vector machine approaches to predict coal spontaneous combustion in gob;Lei;Fuel,2019
2. Feature validity during machine learning paradigms for predicting biodiesel purity;Moayedi;Fuel,2020
3. Operational trend prediction and classification for chemical processes: A novel convolutional neural network method based on symbolic hierarchical clustering;Wang;Chem. Eng. Sci.,2020
4. A data-driven reduced-order model of nonlinear processes based on diffusion maps and artificial neural networks;Koronaki;Chem. Eng. J.,2020
5. Modelling of municipal solid waste gasification using an optimised ensemble soft computing model;Kardani;Fuel,2021
Cited by 12 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 hybrid unsupervised clustering method for predicting the risk of dental implant loss;Journal of Dentistry;2024-10
2. Dimension Reduction of Multidimensional Structured and Unstructured Datasets through Ensemble Learning of Neural Embeddings;Advanced Intelligent Systems;2024-08-04
3. A novel data-driven reduced order modelling methodology for simulation of humid blowout in wet combustion applications;Energy;2024-06
4. High-performance soil class delineation via UMAP coupled with machine learning in Kurdistan Province, Iran;Geoderma Regional;2024-03
5. Prediction of pressure fields on cavitation hydrofoil based on improved compressed sensing technology;Physics of Fluids;2024-01-01
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