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In-Processing fairness improvement methods for regression Data-Driven building Models: Achieving uniform energy prediction

  • Published:2022-12 Issue: Volume:277 Page:112565
  • ISSN:0378-7788
  • Container-title:Energy and Buildings
  • language:en
  • Short-container-title:Energy and Buildings

Author:

Sun Ying,Fung Benjamin C.M.,Haghighat Fariborz

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Mechanical Engineering,Building and Construction,Civil and Structural Engineering

Cited by 6 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. Fairness-aware data-driven-based model predictive controller: A study on thermal energy storage in a residential building;Journal of Energy Storage;2024-05

2. Sensitivity evaluation of machine learning-based calibrated transportation mode choice models: A case study of Alexandria City, Egypt;Transportation Research Interdisciplinary Perspectives;2024-03

3. Intelligent learning approaches for demand-side controller for BIPV-integrated buildings;Intelligent Learning Approaches for Renewable and Sustainable Energy;2024

4. Building occupant behavior and vehicle driving schedules with demand prediction and analysis;Advances in Digitalization and Machine Learning for Integrated Building-Transportation Energy Systems;2024

5. Hybrid energy storages in buildings with artificial intelligence;Advances in Digitalization and Machine Learning for Integrated Building-Transportation Energy Systems;2024
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