AIMC Topic: Disasters
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An Integrated Artificial Intelligence of Things Environment for River Flood Prevention.
Sensors (Basel, Switzerland)
Dec 5, 2022
River floods are listed among the natural disasters that can directly influence different aspects of life, ranging from human lives, to economy, infrastructure, agriculture, etc. Organizations are investing heavily in research to find more efficient ...
Modelling flood susceptibility based on deep learning coupling with ensemble learning models.
Journal of environmental management
Oct 11, 2022
Modelling flood susceptibility is an indirect way to reduce the loss from flood disaster. Now, flood susceptibility modelling based on data driven model is state-of-the-art method such as ensemble learning and deep learning. However, the effect of de...
Rescue Robots for the Urban Earthquake Environment.
Disaster medicine and public health preparedness
Jun 30, 2022
Robotics have important applications in the field of disaster medical rescue. The deployment of urban rescue robots at the earthquake site can help shorten response time, improve rescue efficiency and keep rescue personnel away from danger. This disc...
A Survey of Deep Learning-Based Image Restoration Methods for Enhancing Situational Awareness at Disaster Sites: The Cases of Rain, Snow and Haze.
Sensors (Basel, Switzerland)
Jun 22, 2022
This survey article is concerned with the emergence of vision augmentation AI tools for enhancing the situational awareness of first responders (FRs) in rescue operations. More specifically, the article surveys three families of image restoration met...
Research on Digital Economy of Intelligent Emergency Risk Avoidance in Sudden Financial Disasters Based on PSO-BPNN Algorithm.
Computational intelligence and neuroscience
Nov 30, 2021
In recent years, disasters have seriously affected the normal development of financial business in some regions. At the time of disaster, how to effectively integrate resources of all parties, deal with sudden financial disasters efficiently, and res...
The Internet of Cooperative Agents Architecture (X-IoCA) for Robots, Hybrid Sensor Networks, and MEC Centers in Complex Environments: A Search and Rescue Case Study.
Sensors (Basel, Switzerland)
Nov 25, 2021
Cloud robotics and advanced communications can foster a step-change in cooperative robots and hybrid wireless sensor networks (H-WSN) for demanding environments (e.g., disaster response, mining, demolition, and nuclear sites) by enabling the timely s...
A Deep Learning-Based Electromagnetic Signal for Earthquake Magnitude Prediction.
Sensors (Basel, Switzerland)
Jun 28, 2021
The influence of earthquake disasters on human social life is positively related to the magnitude and intensity of the earthquake, and effectively avoiding casualties and property losses can be attributed to the accurate prediction of earthquakes. In...
Applications of Artificial Intelligence and Machine Learning in Disasters and Public Health Emergencies.
Disaster medicine and public health preparedness
Jun 17, 2021
Indexed literature (from 2015 to 2020) on artificial intelligence (AI) technologies and machine learning algorithms (ML) pertaining to disasters and public health emergencies were reviewed. Search strategies were developed and conducted for PubMed an...
Addressing Biodisaster X Threats With Artificial Intelligence and 6G Technologies: Literature Review and Critical Insights.
Journal of medical Internet research
May 25, 2021
BACKGROUND: With advances in science and technology, biotechnology is becoming more accessible to people of all demographics. These advances inevitably hold the promise to improve personal and population well-being and welfare substantially. It is pa...
Human Sentiment and Activity Recognition in Disaster Situations Using Social Media Images Based on Deep Learning.
Sensors (Basel, Switzerland)
Dec 11, 2020
A rapidly increasing growth of social networks and the propensity of users to communicate their physical activities, thoughts, expressions, and viewpoints in text, visual, and audio material have opened up new possibilities and opportunities in senti...
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