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Journal of Cognitive Human-Computer Interaction
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Title

Earthquake Location Forecasting In Map Using XGBOOST Algorithm

  R. Jeena 1 * ,   Kruthika M. 2 ,   Princy A. 3 ,   Tanya A. 4

1  Department of Information Technology, Panimalar Institute of Technology, Chennai
    (jeenar@gmail.com)

2  UG Scholar, Department of Information Technology, Panimalar Institute of Technology, Chennai
    (Kruthika.m34@gmail.com)

3  UG Scholar, Department of Information Technology, Panimalar Institute of Technology, Chennai
    (princy.a23@hotmail.com)

4  UG Scholar, Department of Information Technology, Panimalar Institute of Technology, Chennai
    (tanya.a67@gmail.com)

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Doi   :   https://doi.org/10.54216/JCHCI.050104

Received: December 12, 2022 Revised: February 10, 2023 Accepted: March 12, 2023

Abstract :

Earthquake is one of the most threatening natural disasters which is caused due to the shaking of the earth’s surface. Common cause of earthquake is due to ground shaking, underground volcanic eruption. Here, XGBoost Algorithm is used to predict the location of the earthquake. In this paper, a earthquake location prediction method is proposed, which is based on the composition of a known system whose behaviour is administered according to the evaluation of more than two decades of seismic events and is designed as a time series using Machine learning. By analyzing the parameters such as Latitude, Magnitude, Depth, Longitude, Depth error, Gap, Time etc.

Keywords :

XGBoost Algorithm; earthquake; magnitude; earth surface; ground shaking; seismic events; time series

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Cite this Article as :
Style #
MLA R. Jeena, Kruthika M. , Princy A., Tanya A.. "Earthquake Location Forecasting In Map Using XGBOOST Algorithm." Journal of Cognitive Human-Computer Interaction, Vol. 5, No. 1, 2023 ,PP. 42-45 (Doi   :  https://doi.org/10.54216/JCHCI.050104)
APA R. Jeena, Kruthika M. , Princy A., Tanya A.. (2023). Earthquake Location Forecasting In Map Using XGBOOST Algorithm. Journal of Journal of Cognitive Human-Computer Interaction, 5 ( 1 ), 42-45 (Doi   :  https://doi.org/10.54216/JCHCI.050104)
Chicago R. Jeena, Kruthika M. , Princy A., Tanya A.. "Earthquake Location Forecasting In Map Using XGBOOST Algorithm." Journal of Journal of Cognitive Human-Computer Interaction, 5 no. 1 (2023): 42-45 (Doi   :  https://doi.org/10.54216/JCHCI.050104)
Harvard R. Jeena, Kruthika M. , Princy A., Tanya A.. (2023). Earthquake Location Forecasting In Map Using XGBOOST Algorithm. Journal of Journal of Cognitive Human-Computer Interaction, 5 ( 1 ), 42-45 (Doi   :  https://doi.org/10.54216/JCHCI.050104)
Vancouver R. Jeena, Kruthika M. , Princy A., Tanya A.. Earthquake Location Forecasting In Map Using XGBOOST Algorithm. Journal of Journal of Cognitive Human-Computer Interaction, (2023); 5 ( 1 ): 42-45 (Doi   :  https://doi.org/10.54216/JCHCI.050104)
IEEE R. Jeena, Kruthika M., Princy A., Tanya A., Earthquake Location Forecasting In Map Using XGBOOST Algorithm, Journal of Journal of Cognitive Human-Computer Interaction, Vol. 5 , No. 1 , (2023) : 42-45 (Doi   :  https://doi.org/10.54216/JCHCI.050104)
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