[HTML][HTML] Employing machine learning and iot for earthquake early warning system in smart cities

MS Abdalzaher, HA Elsayed, MM Fouda, MM Salim - Energies, 2023 - mdpi.com
An earthquake early warning system (EEWS) should be included in smart cities to preserve
human lives by providing a reliable and efficient disaster management system. This system …

A deep learning model for earthquake parameters observation in IoT system-based earthquake early warning

MS Abdalzaher, MS Soliman… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Earthquake early-warning system (EEWS) is inevitable for saving human lives. The fast
determination of the Earthquake's (EQ's) magnitude and its location is significant in disaster …

[HTML][HTML] Early detection of earthquakes using iot and cloud infrastructure: A survey

MS Abdalzaher, M Krichen, D Yiltas-Kaplan… - Sustainability, 2023 - mdpi.com
Earthquake early warning systems (EEWS) are crucial for saving lives in earthquake-prone
areas. In this study, we explore the potential of IoT and cloud infrastructure in realizing a …

A distributed multi-sensor machine learning approach to earthquake early warning

K Fauvel, D Balouek-Thomert, D Melgar… - Proceedings of the …, 2020 - ojs.aaai.org
Our research aims to improve the accuracy of Earthquake Early Warning (EEW) systems by
means of machine learning. EEW systems are designed to detect and characterize medium …

[HTML][HTML] Design and implementation of a mobile device app for network-based earthquake early warning systems (EEWSs): Application to the PRESTo EEWS in …

S Colombelli, F Carotenuto, L Elia… - Natural Hazards and …, 2020 - nhess.copernicus.org
A fundamental feature of any earthquake early warning system is the ability of rapidly
broadcast earthquake information to reach a wide audience of potential end users and …

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

MH Rafiei, H Adeli - Soil Dynamics and Earthquake Engineering, 2017 - Elsevier
Abstract An Earthquake Early Warning System (EEWS) can save lives. It can also be used to
manage the critical lifeline infrastructure and essential facilities. Recent research on …

Seismic intensity estimation for earthquake early warning using optimized machine learning model

MS Abdalzaher, MS Soliman… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The need for an earthquake early-warning system (EEWS) is unavoidable to save lives. In
terms of managing earthquake disasters and achieving effective risk mitigation, the quick …

Deep learning approach for earthquake parameters classification in earthquake early warning system

OM Saad, AG Hafez, MS Soliman - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
Magnitude determination of earthquakes is a mandatory step before an earthquake early
warning (EEW) system sends an alarm. Beneficiary users of EEW systems dependon how …

[HTML][HTML] A smart iot device for detecting and responding to earthquakes

J Lee, I Khan, S Choi, YW Kwon - Electronics, 2019 - mdpi.com
The advancement of hardware and software technologies makes it possible to use
smartphones or Internet of things for monitoring environments in realtime. In recent years …

[HTML][HTML] “Saving Precious Seconds”—A novel approach to implementing a low-cost earthquake early warning system with node-level detection and alert generation

R Prasanna, C Chandrakumar, R Nandana, C Holden… - Informatics, 2022 - mdpi.com
This paper presents findings from ongoing research that explores the ability to use Micro-
Electromechanical Systems (MEMS)-based technologies and various digital communication …