Interval estimation of forecasting value by using trapezoidal fuzzy number
One of the major highlights of the fuzzy time series forecasting model is that it only provides one single point forecasted value, as in the traditional time series methods. One of the major highlights of the fuzzy time series forecasting model is that it only provides one single point forecasted va...
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| Format: | Proceedings |
| Language: | English English |
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Pusat e-pembelajaran, UMS
2022
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| Online Access: | https://eprints.ums.edu.my/id/eprint/41234/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/41234/2/FULL%20TEXT.pdf |
| _version_ | 1825715831109058560 |
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| author | Suriana Lasaraiya Suzelawati Zenian Risman Mat Hasim |
| author_facet | Suriana Lasaraiya Suzelawati Zenian Risman Mat Hasim |
| author_sort | Suriana Lasaraiya |
| collection | UMS |
| description | One of the major highlights of the fuzzy time series forecasting model is that it only provides one single point forecasted value, as in the traditional time series methods. One of the major highlights of the fuzzy time series forecasting model is that it only provides one single point forecasted value, as in the traditional time series methods. Besides, most of the models use triangular fuzzy numbers in their methods. The aim of this paper is to show that the forecasted value will be a trapezoidal fuzzy number in interval form instead of a single-point value. In our case, we applied tuberculosis cases collected in Sabah to examine this method. Two numerical data sets from the whole tuberculosis data set were used to illustrate the chosen methods. |
| first_indexed | 2024-12-09T00:51:57Z |
| format | Proceedings |
| id | ums.eprints-41234 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-12-09T00:51:57Z |
| publishDate | 2022 |
| publisher | Pusat e-pembelajaran, UMS |
| record_format | dspace |
| spelling | ums.eprints-412342024-10-03T07:11:57Z https://eprints.ums.edu.my/id/eprint/41234/ Interval estimation of forecasting value by using trapezoidal fuzzy number Suriana Lasaraiya Suzelawati Zenian Risman Mat Hasim Q1-390 Science (General) QA1-939 Mathematics One of the major highlights of the fuzzy time series forecasting model is that it only provides one single point forecasted value, as in the traditional time series methods. One of the major highlights of the fuzzy time series forecasting model is that it only provides one single point forecasted value, as in the traditional time series methods. Besides, most of the models use triangular fuzzy numbers in their methods. The aim of this paper is to show that the forecasted value will be a trapezoidal fuzzy number in interval form instead of a single-point value. In our case, we applied tuberculosis cases collected in Sabah to examine this method. Two numerical data sets from the whole tuberculosis data set were used to illustrate the chosen methods. Pusat e-pembelajaran, UMS 2022 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/41234/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/41234/2/FULL%20TEXT.pdf Suriana Lasaraiya and Suzelawati Zenian and Risman Mat Hasim (2022) Interval estimation of forecasting value by using trapezoidal fuzzy number. https://oer.ums.edu.my/handle/oer_source_files/2441 |
| spellingShingle | Q1-390 Science (General) QA1-939 Mathematics Suriana Lasaraiya Suzelawati Zenian Risman Mat Hasim Interval estimation of forecasting value by using trapezoidal fuzzy number |
| title | Interval estimation of forecasting value by using trapezoidal fuzzy number |
| title_full | Interval estimation of forecasting value by using trapezoidal fuzzy number |
| title_fullStr | Interval estimation of forecasting value by using trapezoidal fuzzy number |
| title_full_unstemmed | Interval estimation of forecasting value by using trapezoidal fuzzy number |
| title_short | Interval estimation of forecasting value by using trapezoidal fuzzy number |
| title_sort | interval estimation of forecasting value by using trapezoidal fuzzy number |
| topic | Q1-390 Science (General) QA1-939 Mathematics |
| url | https://eprints.ums.edu.my/id/eprint/41234/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/41234/2/FULL%20TEXT.pdf |
| work_keys_str_mv | AT surianalasaraiya intervalestimationofforecastingvaluebyusingtrapezoidalfuzzynumber AT suzelawatizenian intervalestimationofforecastingvaluebyusingtrapezoidalfuzzynumber AT rismanmathasim intervalestimationofforecastingvaluebyusingtrapezoidalfuzzynumber |