Artificial neural network approaches for disaster management
A literature review
Bibliographic Data
| ID | 22027971 |
|---|---|
| Authors | Sreeparna Guha, Rabin K Jana (0000-0001-8564-112X, Indian Institute of Management Raipur, corresponding author), Manas Kumar Sanyal (0000-0002-5760-8207, University of Kalyani) |
| Year | 2022 |
| Volume | 81 |
| Pages | 103276 |
| Publication date | 2022-10-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | International Journal of Disaster Risk Reduction (JOURNAL) |
| Journal identifiers | ISSN: 2212-4209 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.ijdrr.2022.103276 |
| OpenAlex | W4293581732 |
| Language | EN |
| Citations received | 8 |
| References cited | 128 |
Artificial neural network · Business · Convolutional neural network · Data science · Deep learning · Emergency management · Extant taxon · Flood myth · Geography · Hazard · Political science · Preparedness · Computer Science · Disaster Management and Resilience · Flood Risk Assessment and Management · Public Relations and Crisis Communication · Artificial Intelligence
Multi-source driven estimation of earthquake economic losses
A High-Resolution Spatial Distribution-Based Integration Machine Learning Algorithm for Urban Fire Risk Assessment
Enhancing emergency vehicle access in dense settlements of Mumbai using high-resolution satellite imagery
Multi-modal mining of crowd-sourced data
A text mining analytic approach for distinguishing between disaster and non-disaster zones from tweets
Explainable artificial intelligence in disaster risk management
Transforming ground disaster response
On the emergence of geospatial cloud-based platforms for disaster risk management
ImageNet classification with deep convolutional neural networks
The self-organizing map
A Fast Learning Algorithm for Deep Belief Nets
Backpropagation Applied to Handwritten Zip Code Recognition
Deep learning
Disaster Image Classification by Fusing Multimodal Social Media Data
A big data-driven dynamic estimation model of relief supplies demand in urban flood disaster
Improving disasters preparedness and response for coastal communities using AIS ship tracking data
Earthquake risk assessment using an integrated Fuzzy Analytic Hierarchy Process with Artificial Neural Networks based on GIS
A Machine Learning Ensemble Approach Based on Random Forest and Radial Basis Function Neural Network for Risk Evaluation of Regional Flood Disaster
A deep learning-based social media text analysis framework for disaster resource management
| Citations per year | 2.67 |
|---|---|
| Citation span | 2023 - 2025 (3) |
| Highly cited | No |