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Artificial neural network approaches for disaster management: A literature review
16 references·0 citing·49 second hop
Artificial neural network approaches for disaster management: A literature review (2022)Artificial neural network approaches for …Machine Learning in Disaster Management: Recent Developments in Methods and Applications (2022)Machine Learning in Disaster …Disaster Image Classification by Fusing Multimodal Social Media Data (2021)Disaster Image Classification…Earthquake risk assessment using an integrated Fuzzy Analytic Hierarchy Process with Artificial Neural Networks based on GIS: A case study of Sanandaj in Iran (2020)Earthquake risk assessment us…Detection of situational information from Twitter during disaster using deep learning models (2020)Detection of situational info…Can we detect trends in natural disaster management with artificial intelligence? A review of modeling practices (2020)Can we detect trends in natur…Applications of artificial intelligence for disaster management (2020)Applications of artificial in…A Hierarchy of Limitations in Machine Learning (2020)A Hierarchy of Limitations in…A big data-driven dynamic estimation model of relief supplies demand in urban flood disaster (2020)A big data-driven dynamic est…Using a combination of human insights and ‘deep learning’ for real-time disaster communication (2019)Using a combination of human …Spatial Modeling in GIS and R for Earth and Environmental Sciences (2019)Spatial Modeling in GIS and R…Designing an efficient blood supply chain network in crisis: neural learning, optimization and case study (2019)Designing an efficient blood …A comprehensive literature review of the demand forecasting methods of emergency resources from the perspective of artificial intelligence (2019)A comprehensive literature re…Artificial Intelligence in Disaster Risk Communication: A Systematic Literature Review (2018)Artificial Intelligence in Di…A Hybrid Analytic Network Process and Artificial Neural Network (ANP-ANN) Model for Urban Earthquake Vulnerability Assessment (2018)A Hybrid Analytic Network Pro…A Review on Applications of Big Data for Disaster Management (2017)A Review on Applications of B…An artificial neural network-based earthquake casualty estimation model for Istanbul city (2016)An artificial neural network-…Vulnerability to environmental hazards (1996)Social Vulnerability to Environmental Hazards * (2003)The determinants of vulnerability and adaptive capacity at the national level and the implications for adaptation (2005)Use of OR in earthquake operations management: A review of the literature and roadmap for future research (2021)Crisis and Emergency Risk Communication as an Integrative Model (2005)Using Social Media to Enhance Emergency Situation Awareness (2012)Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages (2016)Risk, crisis and disaster management in hospitality and tourism: a comparative review (2021)Toward an Integrated Disaster Management Approach: How Artificial Intelligence Can Boost Disaster Management (2021)AI for crisis decisions (2024)Time Series Analysis Forecasting and Control. 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References

  • 2020Applications of artificial intelligence for disaster management488 cited
  • 2022Machine Learning in Disaster Management: Recent Developments in Methods and Applications318 cited
  • 2019Spatial Modeling in GIS and R for Earth and Environmental Sciences171 cited
  • 2020Earthquake risk assessment using an integrated Fuzzy Analytic Hierarchy Process with Artificial Neural Networks based on GIS: A case study of Sanandaj in Iran148 cited
  • 2020Can we detect trends in natural disaster management with artificial intelligence? A review of modeling practices130 cited
  • 2018A Hybrid Analytic Network Process and Artificial Neural Network (ANP-ANN) Model for Urban Earthquake Vulnerability Assessment124 cited
  • 2019Designing an efficient blood supply chain network in crisis: neural learning, optimization and case study110 cited
  • 2020A big data-driven dynamic estimation model of relief supplies demand in urban flood disaster103 cited
  • 2019A comprehensive literature review of the demand forecasting methods of emergency resources from the perspective of artificial intelligence87 cited
  • 2018Artificial Intelligence in Disaster Risk Communication: A Systematic Literature Review80 cited
  • 2021Disaster Image Classification by Fusing Multimodal Social Media Data67 cited
  • 2019Using a combination of human insights and ‘deep learning’ for real-time disaster communication66 cited
  • 2017A Review on Applications of Big Data for Disaster Management

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60 cited
  • 2020A Hierarchy of Limitations in Machine Learning54 cited
  • 2016An artificial neural network-based earthquake casualty estimation model for Istanbul city46 cited
  • 2020Detection of situational information from Twitter during disaster using deep learning models34 cited
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