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Enhancement of virtual data quality using pre-trained Bayesian transfer learning under inaccurate and insufficient measurement data

  • Published:2024-01 Issue: Volume:59 Page:102241
  • ISSN:1474-0346
  • Container-title:Advanced Engineering Informatics
  • language:en
  • Short-container-title:Advanced Engineering Informatics

Author:

Lee Jaewook,Heo Jinha,Lee Jongsoo

Funder

National Research Foundation of Korea

LG Electronics

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems,Building and Construction

Reference26 articles.

1. Live LG, https://live.lge.co.kr/lg-led-magnit-design/, 2020 (accessed 19 October 2020).

2. LED signage Tech seminar, https://raycat.net/5115, 2020 (accessed 31 August 2020).

3. Big data driven lithium-ion battery modeling method based on SDAE-ELM algorithm and data pre-processing technology;Li;Appl. Energy,2019

4. Impacts of data preprocessing and selection on energy consumption prediction model of HVAC systems based on deep learning;Xiao;Energ. Buildings,2022

5. Data preprocessing strategy in constructing convolutional neural network classifier based on constrained particle swarm optimization with fuzzy penalty function;Zhou;Eng. Appl. Artif. Intel.,2023

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