Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 이정훈 | - |
dc.date.accessioned | 2020-11-24T00:21:28Z | - |
dc.date.available | 2020-11-24T00:21:28Z | - |
dc.date.issued | 2003-05 | - |
dc.identifier.citation | The 12th IEEE International Conference on Fuzzy Systems, 2003 | en_US |
dc.identifier.isbn | 0-7803-7810-5 | - |
dc.identifier.uri | https://ieeexplore.ieee.org/document/1206532?arnumber=1206532&SID=EBSCO:edseee | - |
dc.identifier.uri | https://repository.hanyang.ac.kr/handle/20.500.11754/155713 | - |
dc.description.abstract | This paper presents an interval type-2 fuzzy K-nearest neighbor (NN) algorithm that is an extension of the type-1 fuzzy K-NN algorithm proposed in [1]. In our proposed method, the membership values for each pattern vector are extended as interval type-2 fuzzy memberships by assigning uncertainty to the type-1 memberships. By doing so, the classification result obtained by the interval type-2 fuzzy K-NN is found to be more reasonable than that of the crisp and type-1 fuzzy K-NN. Experimental results are given to show the effectiveness of our method. | en_US |
dc.language.iso | en_US | en_US |
dc.publisher | IEEE | en_US |
dc.title | An Interval Type-2 Fuzzy K-Nearest Neighbor | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1109/FUZZ.2003.1206532 | - |
dc.contributor.googleauthor | Rhee, F.C.-H. | - |
dc.contributor.googleauthor | Hwang, Cheul | - |
dc.sector.campus | E | - |
dc.sector.daehak | COLLEGE OF ENGINEERING SCIENCES[E] | - |
dc.sector.department | DIVISION OF ELECTRICAL ENGINEERING | - |
dc.identifier.pid | frhee | - |
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