Application of the best evacuation model of deep learning in the design of public structures

Y Chen, S Hu, H Mao, W Deng, X Gao - Image and Vision Computing, 2020 - Elsevier
Evacuation behavior is an important factor which must be considered in the design of public
structures. With the continuous complexity of structure, more and more factors should be …

Artificial Intelligence Methodologies for Building Evacuation Plan Modeling

R Ternero, G Fuertes, M Alfaro, M Vargas… - Journal of Building …, 2024 - Elsevier
In recent years, the use of artificial intelligence methodologies has demonstrated
effectiveness in improving the safety and efficiency of building evacuations during …

Big data and emergency management: concepts, methodologies, and applications

X Song, H Zhang, R Akerkar, H Huang… - … Transactions on Big …, 2020 - ieeexplore.ieee.org
Recent decades have seen a significant increase in the frequency, intensity, and impact of
natural disasters and other emergencies, forcing the governments around the world to make …

Data-driven AI emergency planning in process industry

F Zhang, Q Qiao, J Wang, P Liu - Journal of loss prevention in the process …, 2022 - Elsevier
Whether it is through crisis mapping or event simulation, Artificial Intelligence (AI) is a
pioneering new method of emergency planning. It uses the analysis of information or data …

Rapid risk assessment of emergency evacuation based on deep learning

J Li, Y Hu, J Li - IEEE Transactions on Computational Social …, 2021 - ieeexplore.ieee.org
To address the continuous occurrence of safety accidents in large public buildings,
emergency evacuation has been an essential means of emergency disposal. However, risks …

Global optimization for multi-stage construction of rescue units in disaster response

N Xu, Q Zhang, H Zhang, M Hong, R Akerkar… - Sustainable Cities and …, 2019 - Elsevier
Disasters pose a serious threat to people'lives and urban environment, affecting the
sustainable development of society. Then it's crucial to quickly develop an efficient rescue …

Using artificial intelligence for predicting the duration of emergency evacuation during hospital fire

A Sahebi, K Jahangiri, A Alibabaei… - Disaster medicine and …, 2023 - cambridge.org
Objective: A danger threatening hospitals is fire. The most important action following a fire is
to urgently evacuate the hospital during the shortest time possible. The aim of this study was …

Emergency evacuation planning via the point of view on the relationship between crowd density and moving speed

CL Chang, YL Tsai, CY Chang, ST Chen - Wireless Personal …, 2021 - Springer
Emergency evacuation is concerning to both industry and academics. This work applied the
technology of a wireless sensor network to design and propose a nonlinear mathematical …

Data-driven hospital personnel scheduling optimization through patients prediction

D Feng, Y Mo, Z Tang, Q Chen, H Zhang… - CCF Transactions on …, 2021 - Springer
With the rapid development of the modern city, technologies of smart cities are
indispensable for solving urban problems. Medical services are one of the key areas related …

Research and application of multimedia compression technology in online physical education teaching task

Y Xue, N Li - Signal, Image and Video Processing, 2024 - Springer
Traditional physical education teaching methods are facing increasingly severe challenges.
This article studies how to use network technology more reasonably in college physical …