Floods are a devastating natural calamity that may seriously harm both infrastructure and
people. Accurate flood forecasts and control are essential to lessen these effects and …

Earthquake Disaster Assessment (EDA) plays a critical role in earthquake disaster
prevention, evacuation, and rescue efforts. Deep learning (DL), which boasts advantages in …

Social media have the potential to provide timely information about emergency situations
and sudden events. However, finding relevant information among the millions of posts being …

Disasters are sudden and catastrophic events with fatal consequences. Time-sensitive
information collection from disaster zones is crucial for improved and data-driven disaster …

Disasters and crises are inevitable in this world. In the aftermath of a disaster, a society's
overall growth, resources, and economy are greatly affected as they cause damages from …

One of the factors that threaten traffic safety and cause various traffic problems is distracted
drivers. Various studies have been carried out to ensure traffic safety and, accordingly, to …

Floods are highly perilous and recurring natural disasters that cause extensive property
damage and threaten human life. However, the paucity of hydrological observational data …

Social media images, curated or casual, have become a crucial component of
communicating situational information and emotions during health crises. Despite its …

For mission critical (MC) applications such as bushfire emergency management systems
(EMS), understanding the current situation as a disaster unfolds is critical to saving lives …

The recent literature reports several practical and important use cases of social media
informatics where artificial intelligence (AI), machine learning (ML), and other relevant …