ショケ積分モデルの構築とその応用(一般講演,ライフサイエンスとソフトンピューティング)

This paper describes a method of determining fuzzy measures for building the Choquet integral model and a medical application. Since fuzzy measures do not require additivity and their property is monotonicity, these measures can be interpreted as subjectivity measures of persons who evaluate objects...

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Vydáno v:バイオメディカル・ファジィ・システム学会大会講演論文集 Ročník 15; s. 81 - 82
Hlavní autoři: 斎藤, 正男, 斎藤, 恵一, 納富, 一宏, 橋本, 洋
Médium: Journal Article
Jazyk:japonština
Vydáno: バイオメディカル・ファジィ・システム学会 2002
Biomedical Fuzzy Systems Association
Témata:
Choquet integral
Endoscopic image diagnosis
Fuzzy measure identification
Genetic algorithm
λ-Fuzzy measure
ISSN:1345-1510, 2424-2586
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Abstract This paper describes a method of determining fuzzy measures for building the Choquet integral model and a medical application. Since fuzzy measures do not require additivity and their property is monotonicity, these measures can be interpreted as subjectivity measures of persons who evaluate objects. λ-fuzzy measure is utilized in the model and the densities of fuzzy measures and the parameter λ, are obtained by genetic algorithms often used in combinatorial optimization problems. An endoscopic image diagnostic model constructed by the method which shows its applicability is illustrated.
AbstractList This paper describes a method of determining fuzzy measures for building the Choquet integral model and a medical application. Since fuzzy measures do not require additivity and their property is monotonicity, these measures can be interpreted as subjectivity measures of persons who evaluate objects. λ-fuzzy measure is utilized in the model and the densities of fuzzy measures and the parameter λ, are obtained by genetic algorithms often used in combinatorial optimization problems. An endoscopic image diagnostic model constructed by the method which shows its applicability is illustrated.
Author 納富, 一宏
橋本, 洋
斎藤, 正男
斎藤, 恵一
Author_FL HASHIMOTO Hiroshi
NOTOMI Kazuhiro
SAITO Masao
SAITO Keiichi
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  fullname: NOTOMI Kazuhiro
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  fullname: HASHIMOTO Hiroshi
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  fullname: SAITO Masao
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  fullname: 斎藤, 正男
  organization: 東京電機大学超電導応用研究所
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  fullname: 斎藤, 恵一
  organization: 東京電機大学超電導応用研究所
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  fullname: 納富, 一宏
  organization: 神奈川工科大学工学部情報工学科
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  fullname: 橋本, 洋
  organization: 東京女子医科大学成人医学センター
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Snippet This paper describes a method of determining fuzzy measures for building the Choquet integral model and a medical application. Since fuzzy measures do not...
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StartPage 81
SubjectTerms Choquet integral
Endoscopic image diagnosis
Fuzzy measure identification
Genetic algorithm
λ-Fuzzy measure
Title ショケ積分モデルの構築とその応用(一般講演,ライフサイエンスとソフトンピューティング)
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