テンソル分解のためのアルゴリズムとその応用

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1 Introduction||2 Alternating Least Squares Algorithm and Its Variations||3 Appropriate ALS Algorithms for NTF and NTD||4 All-at-Once Algorithms for Tensor Decompositions||5 Large-Scale Tensor Factorization||6 Simulations and Results||7 Applications for Feature Extraction and Classification||8 Conclusions

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Material Type: 博士論文
Title: テンソル分解のためのアルゴリズムとその応用
Author/Editor: Phan, Anh Huy
Author Heading: Phan, Anh Huy
Alternative Title: Algorithms for Tensor Decompositions and Applications
Degree grantor/type: 九州工業大学
Date Granted: 2011-09-30
Dissertation Number: 乙第8号
Degree Type: 博士（工学）
Text Language Code: eng
Subject Heading: Tensor Decomposition
nonnegative tensor factorization
Gauss-Newton
large-scale tensor factorization
Alternative least Squares（ALS）
feature extraction
Target Audience: 一般
Note (General): 九州工業大学博士学位論文学位記番号:生工博乙第8号学位授与年月日:平成23年9月30日
平成23年度
DOI: 10.18997/00003698
Format (IMT): application/pdf
Source: D-137_sei_o_8.pdf （fulltext）
https://kyutech.repo.nii.ac.jp/record/3704/files/D-137_sei_o_8.pdf
Access Restrictions: インターネット公開
Data Provider (Database): 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）
https://irdb.nii.ac.jp
Original Data Provider (Database): 九州工業大学 : キューテイカー