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Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu

Interim Semester 2020/2021

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Bibliographic Details
Main Author: Suzlyana Marhain binti Masrizan
Format: text::Thesis
Published: 2023
Subjects:
Earthquake Prediction
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id my.uniten.dspace-21669
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spelling my.uniten.dspace-216692023-05-05T12:28:31Z Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu Suzlyana Marhain binti Masrizan Earthquake Prediction Interim Semester 2020/2021 This thesis reports the investigation of the application of artificial intelligence for earthquake in Terengganu. Earthquake is one of the devastating and frightening natural disasters that caused big casualties in a small duration. By studying the application of artificial intelligence in earthquake prediction can be useful in predicting the earthquake. In this report, a few of artificial intelligence algorithms such as Support Vector Machine, Automated Neural Network, Boosted Decision Tree Regression, Random Forest and Multivariate Adaptive Regression Spline will be used in the development of best model algorithm. Data meteorological data is collected and processed for normalization and the data will be analysed using algorithms and its performance will be evaluated. The model algorithm will be analysed to measure its sensitivity and accuracy in prediction and consistency of the result. 2023-05-03T17:36:54Z 2023-05-03T17:36:54Z 2020-09 Resource Types::text::Thesis https://irepository.uniten.edu.my/handle/123456789/21669 application/pdf
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Earthquake Prediction
spellingShingle Earthquake Prediction
Suzlyana Marhain binti Masrizan
Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu
description Interim Semester 2020/2021
format Resource Types::text::Thesis
author Suzlyana Marhain binti Masrizan
author_facet Suzlyana Marhain binti Masrizan
author_sort Suzlyana Marhain binti Masrizan
title Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu
title_short Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu
title_full Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu
title_fullStr Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu
title_full_unstemmed Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu
title_sort investigating the application of artificial intelligence for earthquake prediction in terengganu
publishDate 2023
_version_ 1806428165287968768
score 13.214268

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