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正規直交性を満たす類似度関数SMに積分核が存在するか?
https://bunkyo.repo.nii.ac.jp/records/3132
https://bunkyo.repo.nii.ac.jp/records/313235eee0ce-fefc-41f3-acad-41d467606d39
名前 / ファイル | ライセンス | アクション |
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BKS0000058.pdf (783.5 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2010-02-04 | |||||
タイトル | ||||||
タイトル | 正規直交性を満たす類似度関数SMに積分核が存在するか? | |||||
タイトル | ||||||
タイトル | Is There a Density Function by Which an Orthonormal Similarity-Measure FunctionSM Can Be Represented as an Integral Form? | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
主題 | similarity-measure function | |||||
キーワード | ||||||
主題 | correlation defined by an inner product | |||||
キーワード | ||||||
主題 | categorical a-posteriori probability density | |||||
キーワード | ||||||
主題 | least square criterion | |||||
キーワード | ||||||
主題 | density function of similarity | |||||
キーワード | ||||||
主題 | orthonormality | |||||
キーワード | ||||||
主題 | normalization | |||||
キーワード | ||||||
主題 | invariance und | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
著者 |
鈴木, 昇一
× 鈴木, 昇一 |
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著者 | ||||||
Suzuki, Shoichi | ||||||
所属機関 | ||||||
文教大学情報学部 | ||||||
所属機関 | ||||||
Bunkyo University, Faculty of Information and Communications | ||||||
内容記述 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | It is necessary to measure a degree SM of similarity between an input pattern and each of memorized representative patterns.SM constructed strictly and minutely here has an integral nuclear function, which is different from traditional similarities. We costruct four kinds of SM s which must satisfy three properies of an orthonomality, a nomalization and an invariance under a modelconstruction operator, from points of view of an inner product, a gaussian probability density, a categorical a-posteriori probability and a least square criterion. SM s presented here are useful for recognizing patterns that are complicated in structure, which are of value for reference in designing similarity-measure functions which are able to be used to good effect for patterns in question to be recognized. | |||||
書誌情報 |
情報研究 en : Information and Communication Studies 巻 33, p. 111-147, 発行日 2005-07-01 |
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ISSN | ||||||
収録物識別子 | 03893367 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
フォーマット | ||||||
内容記述タイプ | Other | |||||
内容記述 | application/pdf | |||||
本文言語 | ||||||
日本語 | ||||||
ID | ||||||
BKS0000058 | ||||||
作成日 | ||||||
日付 | 2010-02-03 |