Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu
Interim Semester 2020/2021
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| Format: | text::Thesis |
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2023
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| _version_ | 1840843662878048256 |
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| author | Suzlyana Marhain binti Masrizan |
| author_facet | Suzlyana Marhain binti Masrizan |
| author_sort | Suzlyana Marhain binti Masrizan |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Interim Semester 2020/2021 |
| format | Resource Types::text::Thesis |
| id | my.uniten.dspace-21669 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| record_format | dspace |
| spelling | my.uniten.dspace-216692025-08-14T16:43:35Z 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 |
| spellingShingle | Earthquake Prediction Suzlyana Marhain binti Masrizan Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu |
| title | 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_short | Investigating the Application of Artificial Intelligence for Earthquake Prediction in Terengganu |
| title_sort | investigating the application of artificial intelligence for earthquake prediction in terengganu |
| topic | Earthquake Prediction |
| url_provider | http://dspace.uniten.edu.my/ |