タカハギ エイイチロウ
TAKAHAGI Eiichiro
高萩 栄一郎 所属 専修大学 商学部 専修大学大学院 商学研究科 職種 教授 |
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言語種別 | 英語 |
発行・発表の年月 | 2011/12 |
形態種別 | 研究論文(学術雑誌) |
標題 | Multiple-Output Choquet Integral Models and Their Applications in Classification Methods |
執筆形態 | 単著 |
掲載誌名 | International Journal of Intelligent Technologies and Applied Statistics |
巻・号・頁 | 4(4),pp.519-530 |
総ページ数 | 12 |
概要 | Two types of the multiple-output Choquet integral models are defined. Vector-valued Choquet integral models are vector-valued functions calculated by m times Choquet integral calculations with respect to the m-th fuzzy measure of a fuzzy measure vector. Logical set-function-valued Choquet integral models are set-functionvalued functions that can be used in classification. The set function shows singleton, overlap, and unclassifiable degrees. The sum value of the set function is equal to 1. A method for transformation from vector-valued Choquet integral models to logical set-function-valued Choquet integral models is proposed. (Selected papers from NLMUA2011) |