Automated machine learning approaches for emergency response and coordination via social media in the aftermath of a disaster: A review
Social media communication serves as an integral part of the crisis response following a
mass emergency (disaster) event. Regardless of the kind of disaster event, whether it is a …
mass emergency (disaster) event. Regardless of the kind of disaster event, whether it is a …
Learning spatial-temporal regularized correlation filters for visual tracking
Abstract Discriminative Correlation Filters (DCF) are efficient in visual tracking but suffer from
unwanted boundary effects. Spatially Regularized DCF (SRDCF) has been suggested to …
unwanted boundary effects. Spatially Regularized DCF (SRDCF) has been suggested to …
Actionable information in flood risk communications and the potential for new web-based tools for long-term planning for individuals and community
RB Mostafiz, RV Rohli, CJ Friedland… - Frontiers in earth …, 2022 - frontiersin.org
Because of its ubiquitous nature and catastrophic impacts, flood information should be
readily available and continually evaluated, to maximize utility for the public and …
readily available and continually evaluated, to maximize utility for the public and …
Using AI and social media multimodal content for disaster response and management: Opportunities, challenges, and future directions
Abstract People increasingly use Social Media (SM) platforms such as Twitter and Facebook
during disasters and emergencies to post situational updates including reports of injured or …
during disasters and emergencies to post situational updates including reports of injured or …
From situational awareness to actionability: Towards improving the utility of social media data for crisis response
H Zade, K Shah, V Rangarajan, P Kshirsagar… - Proceedings of the …, 2018 - dl.acm.org
People are increasingly sharing information on social media during disaster events. This
information could be valuable to emergency responders, but there remain challenges for …
information could be valuable to emergency responders, but there remain challenges for …
Sensing flooded roads to support roadway mobility during flooding: a web-based tool and insights from needs assessment interviews
Reliable sensing of roadway conditions during flooding is a long-standing, challenging
problem with societal importance for roadway safety. Tools that provide real-time data on …
problem with societal importance for roadway safety. Tools that provide real-time data on …
[HTML][HTML] Detection of actionable tweets in crisis events
Messages on social media can be an important source of information during crisis situations.
They can frequently provide details about developments much faster than traditional sources …
They can frequently provide details about developments much faster than traditional sources …
Social-eoc: Serviceability model to rank social media requests for emergency operation centers
The public expects a prompt response from emergency services to address requests for help
posted on social media. However, the information overload of social media experienced by …
posted on social media. However, the information overload of social media experienced by …
On detecting urgency in short crisis messages using minimal supervision and transfer learning
M Kejriwal, P Zhou - Social Network Analysis and Mining, 2020 - Springer
Humanitarian disasters have been on the rise in recent years due to the effects of climate
change and socio-political situations such as the refugee crisis. Technology can be used to …
change and socio-political situations such as the refugee crisis. Technology can be used to …
Safer this way: Identifying flooded roads for facilitating mobility during floods
Severe storms and associated flooding pose a significant risk to urban mobility.
Consequently, 40 to 63% of flood-related deaths are linked to roadway-related incidents in …
Consequently, 40 to 63% of flood-related deaths are linked to roadway-related incidents in …