SafeAlert: A Comprehensive Natural Disaster Management Solution using Machine Learning
Year: 2024
Type: article
Abstract: In order to provide real-time situational insights and responsive capabilities SafeAlert is an advanced platform for disaster management that combines machine learning edge computing and geographic information systems (GIS). SafeAlert aims to enhance disaster response prediction assessment and coordination by combining these technologies. Its modular design facilitates easy scalability and customization. The platform uses well-known algorithms for accurate forecasting such as Support Vector Machines (SVM) and Recurrent Neural Networks (RNN). Communities may improve their preparedness and recovery efforts during disasters thanks to SafeAlert’s user-friendly interface which facilitates visualization alert notifications and response coordination.
Authors: Mote, Aparna, Rajgure, Nitisha, Mandlecha, Sankalp, Mane, Pranav, Paigude, Pranali, Patil, Darshan
Institution: Zeal College of Engineering and Research, Pune
Language: English
Subfield: Transportation
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W6911764172
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