Earthquake prognosis using machine learning

Author:

Sawantt Sachin,Golegaonkar Purva,Gondane Prayas,Gole Rushikesh,Gole Srushti,Gondkar Aniruddha,Gorave Aditya,Deshpande Rupali

Abstract

One of the deadliest and riskiest natural disasters is an earthquake. They often occur without a warning or any further alert. Therefore there was a need for its prognosis as it is extremely important for mankind as well as the environment. In this project, the successful application of machine learning techniques have been used for different elements of research which would be possible to use to make a more accurate short-term prognosis of upcoming earthquakes. Random Forest Classifier is the algorithm used for the research.

Publisher

EDP Sciences

Subject

General Medicine

Reference25 articles.

1. Sawant S. S., Dongre C. B., Dolas A. D., Oxygen Demand Forecasting with Data Analytics, in Mahalle P., Talware R., Patil G., Sakahre S., Futane P., Dandawate Y. (Eds) book “Artificial Intelligence in Information and Communication Technologies, Healthcare and Education, CRC Press, 1st Edition, Boca Ronton Florida, USA, (2022)

2. Kaluzny Bohdan L., Data analytics in military human performance: Getting in the game: Summary of a keynote address, Journal of Science and Medicine in Sport, Vol (24) Issue 10, (2021)

3. Deep learning in finance and banking: A literature review and classification

4. Moghar A., Hamiche M., Stock Market Prediction Using LSTM Recurrent Neural Network, Procedia Computer Science, vol 170, (2020)

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