Advanced machine learning techniques for building performance simulation: a comparative analysis
Author:
Affiliation:
1. Department of Civil and Architectural Engineering and Construction Management, University of Cincinnati, Cincinnati, OH 45221-0071 USA
Publisher
Informa UK Limited
Subject
Computer Science Applications,Modelling and Simulation,Building and Construction,Architecture
Link
https://www.tandfonline.com/doi/pdf/10.1080/19401493.2018.1498538
Reference22 articles.
1. Computer-aided building energy analysis techniques
2. On the use of cross-validation for time series predictor evaluation
3. Chen, T. 2014. Introduction to boosted trees. University of Washington Computer Science. University of Washington 22.
Cited by 107 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. Quantifying Uncertainty with Conformal Prediction for Heating and Cooling Load Forecasting in Building Performance Simulation;Energies;2024-08-30
2. Restrictions and alternatives for the development data-based energy prediction models in buildings located in tropical climate: Literature review;Building and Environment;2024-08
3. Comparing hyperparameter tuning methods in machine learning based urban building energy modeling: A study in Chicago;Energy and Buildings;2024-08
4. Interpretable machine learning-based text classification method for construction quality defect reports;Journal of Building Engineering;2024-07
5. Enabling active visitor management: local, short-term occupancy prediction at a touristic point of interest;Information Technology & Tourism;2024-06-04
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