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Updated: May 23, 2026

Design and Analysis for Fall Detection System Simplification
08:05

Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

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开发基于变压器的自动化文本分析框架,用于监测建筑物中的防火门缺陷

Seunghyeon Wang1

  • 1Institute for Environmental Design and Engineering, University College London, London, WC1H 0NN, UK. seung-hyun.wang@ucl.ac.uk.

Scientific reports
|December 16, 2025
PubMed
概括

使用变压器模型的自动防火门缺陷检测显著提高了建筑安全管理. 优化的RoBERTa模型平均F1得分为85.44%,改善了住宅建筑的消防安全.

关键词:
从变压器的双向编码器表示.建设管理工程建设管理.深度学习是一种深度学习.有缺陷的消防门.防火,基于文本的分析.

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