Applications of artificial intelligence for disaster management

W Sun, P Bocchini, BD Davison - Natural Hazards, 2020 - Springer
Natural hazards have the potential to cause catastrophic damage and significant
socioeconomic loss. The actual damage and loss observed in the recent decades has …

Social media for intelligent public information and warning in disasters: An interdisciplinary review

C Zhang, C Fan, W Yao, X Hu, A Mostafavi - International Journal of …, 2019 - Elsevier
Social media offers participatory and collaborative structure and collective knowledge
building capacity to the public information and warning approaches. Therefore, the author …

Learning spatial-temporal regularized correlation filters for visual tracking

F Li, C Tian, W Zuo, L Zhang… - Proceedings of the …, 2018 - openaccess.thecvf.com
Abstract Discriminative Correlation Filters (DCF) are efficient in visual tracking but suffer from
unwanted boundary effects. Spatially Regularized DCF (SRDCF) has been suggested to …

Emergency decision making for natural disasters: An overview

L Zhou, X Wu, Z Xu, H Fujita - International journal of disaster risk reduction, 2018 - Elsevier
With the increasing trend of global warming, the frequent occurrences of natural disasters
have brought serious challenges to the sustainable development of the society. Therefore …

[图书][B] Big crisis data: social media in disasters and time-critical situations

C Castillo - 2016 - books.google.com
Social media is an invaluable source of time-critical information during a crisis. However,
emergency response and humanitarian relief organizations that would like to use this …

Processing social media messages in mass emergency: A survey

M Imran, C Castillo, F Diaz, S Vieweg - ACM Computing Surveys (CSUR …, 2015 - dl.acm.org
Social media platforms provide active communication channels during mass convergence
and emergency events such as disasters caused by natural hazards. As a result, first …

Social media analytics for natural disaster management

Z Wang, X Ye - International Journal of Geographical Information …, 2018 - Taylor & Francis
Social media analytics has become prominent in natural disaster management. In spite of a
large variety of metadata fields in social media data, four dimensions (ie space, time, content …

Social media in disaster communication

L Palen, AL Hughes - Handbook of disaster research, 2018 - Springer
This chapter surveys the rapid rise of social media in a range of disaster experiences,
reviewing topics of citizen reporting, community-oriented computing, distributed problem …

Learning from past earthquake disasters: The need for knowledge management system to enhance infrastructure resilience in Indonesia

KS Pribadi, M Abduh, RD Wirahadikusumah… - International Journal of …, 2021 - Elsevier
Indonesia lies at the region where Indo-Australian, Eurasian, Pacific and Philippines global
tectonic plates meet. In the last 30 years, Indonesia has experienced catastrophic …

A global database of historic and real-time flood events based on social media

JA de Bruijn, H de Moel, B Jongman, MC de Ruiter… - Scientific data, 2019 - nature.com
Early event detection and response can significantly reduce the societal impact of floods.
Currently, early warning systems rely on gauges, radar data, models and informal local …