Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 정혜영 | - |
dc.date.accessioned | 2020-02-27T07:57:00Z | - |
dc.date.available | 2020-02-27T07:57:00Z | - |
dc.date.issued | 2017-12 | - |
dc.identifier.citation | International Journal of Fuzzy Systems, v. 19, No. 6, Page. 1793–1802 | en_US |
dc.identifier.issn | 1562-2479 | - |
dc.identifier.uri | https://link.springer.com/article/10.1007%2Fs40815-017-0354-6 | - |
dc.identifier.uri | https://repository.hanyang.ac.kr/handle/20.500.11754/130681 | - |
dc.description.abstract | The main goal of time series analysis is to establish forecasting model based on past observations and to reduce forecasting error. To achieve these goals, the present paper proposes a new forecasting algorithm based on the fuzzy transform (F-transform) and the fuzzy logical relationships. First, the F-transform is performed based on partitioning of the universe, and the fuzzy logical relationships are employed to forecast. Two experimental applications are used to illustrate and verify the proposed algorithm. The accuracies are evaluated on the basis of average forecasting error percentage and index of agreement to compare the proposed algorithm with other existing methods. | en_US |
dc.description.sponsorship | This research was supported by Basic Science Research Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Education(2017R1D1A1B03034813). | en_US |
dc.language.iso | en_US | en_US |
dc.publisher | Springer Berlin Heidelberg | en_US |
dc.subject | Time series | en_US |
dc.subject | Forecasting | en_US |
dc.subject | Fuzzy transform | en_US |
dc.subject | Fuzzy logical relationship | en_US |
dc.title | A Novel Forecasting Method Based on F-Transform and Fuzzy Time Series | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1007/s40815-017-0354-6 | - |
dc.relation.journal | INTERNATIONAL JOURNAL OF FUZZY SYSTEMS | - |
dc.contributor.googleauthor | Lee, Woo-Joo | - |
dc.contributor.googleauthor | Jung, Hye-Young | - |
dc.contributor.googleauthor | Yoon, Jin Hee | - |
dc.contributor.googleauthor | Choi, Seung Hoe | - |
dc.relation.code | 2017005021 | - |
dc.sector.campus | E | - |
dc.sector.daehak | COLLEGE OF SCIENCE AND CONVERGENCE TECHNOLOGY[E] | - |
dc.sector.department | DEPARTMENT OF APPLIED MATHEMATICS | - |
dc.identifier.pid | hyjunglove | - |
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