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Modified weighted for enrollment forecasting based on fuzzy time series

The enrollment study is main point for the university planning. Many previous studies have been presented for enrollment forecasting. This paper proposed the adoption the weighted and the difference between actual data toward midpoint interval based on fuzzy time series. By using the enrollment of t...

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Main Authors: Lee, Muhammad Hisyam, Efendi, Riswan, Ismail, Zuhaimy
Format: Article
Language:English
Published: Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia 2009
Subjects:
Q Science (General)
QA Mathematics
Online Access:http://eprints.utm.my/id/eprint/21950/1/20092517.pdf
http://eprints.utm.my/id/eprint/21950/
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spelling my.utm.219502017-10-17T00:18:45Z http://eprints.utm.my/id/eprint/21950/ Modified weighted for enrollment forecasting based on fuzzy time series Lee, Muhammad Hisyam Efendi, Riswan Ismail, Zuhaimy Q Science (General) QA Mathematics The enrollment study is main point for the university planning. Many previous studies have been presented for enrollment forecasting. This paper proposed the adoption the weighted and the difference between actual data toward midpoint interval based on fuzzy time series. By using the enrollment of the University of Alabama and Universiti Teknologi Malaysia (UTM), as data sets for training and testing, the performance of the adoption approach has been shown much improvement in terms of MSE (Mean Square Error) and average error of forecasting measurements. Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia 2009-06 Article PeerReviewed text/html en http://eprints.utm.my/id/eprint/21950/1/20092517.pdf Lee, Muhammad Hisyam and Efendi, Riswan and Ismail, Zuhaimy (2009) Modified weighted for enrollment forecasting based on fuzzy time series. MATEMATIKA, 25 (1). pp. 67-78. ISSN 0127-8274
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic Q Science (General)
QA Mathematics
spellingShingle Q Science (General)
QA Mathematics
Lee, Muhammad Hisyam
Efendi, Riswan
Ismail, Zuhaimy
Modified weighted for enrollment forecasting based on fuzzy time series
description The enrollment study is main point for the university planning. Many previous studies have been presented for enrollment forecasting. This paper proposed the adoption the weighted and the difference between actual data toward midpoint interval based on fuzzy time series. By using the enrollment of the University of Alabama and Universiti Teknologi Malaysia (UTM), as data sets for training and testing, the performance of the adoption approach has been shown much improvement in terms of MSE (Mean Square Error) and average error of forecasting measurements.
format Article
author Lee, Muhammad Hisyam
Efendi, Riswan
Ismail, Zuhaimy
author_facet Lee, Muhammad Hisyam
Efendi, Riswan
Ismail, Zuhaimy
author_sort Lee, Muhammad Hisyam
title Modified weighted for enrollment forecasting based on fuzzy time series
title_short Modified weighted for enrollment forecasting based on fuzzy time series
title_full Modified weighted for enrollment forecasting based on fuzzy time series
title_fullStr Modified weighted for enrollment forecasting based on fuzzy time series
title_full_unstemmed Modified weighted for enrollment forecasting based on fuzzy time series
title_sort modified weighted for enrollment forecasting based on fuzzy time series
publisher Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia
publishDate 2009
url http://eprints.utm.my/id/eprint/21950/1/20092517.pdf
http://eprints.utm.my/id/eprint/21950/
_version_ 1643647342694367232
score 13.18916

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