Presentation 2018-01-26
Analysis of hierarchical tensor data using nonlinear analysis method
Masayoshi Era, Ishibashi Hideaki, Furukawa Tetsuo,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) The purpose of this research is to extend Tensor SOM for multi-group analysis. That is, for a set of datasets obatined from multiple-groups, the method is expected to enable us to make inter-group analysis as well as intra-group analysis of the groups. We developed such an algorithm by combining the higher-order self-organizing map and the tensor SOM. The proposed method was applied to the sushi-preference dataset, and it successfully visualized the differences between generations and genders.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) multi group analysis / self-organizing map / tensor som / hierarchical tensor som / visualization
Paper # NC2017-54
Date of Issue 2018-01-19 (NC)

Conference Information
Committee MBE / NC / NLP
Conference Date 2018/1/26(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Kyushu Institute of Technology
Topics (in Japanese) (See Japanese page)
Topics (in English) ME, generalImplementation of Neuro Computing,Analysis and Modeling of Human Science,
Chair Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) / Masaharu Adachi(Tokyo Denki Univ.)
Vice Chair Masaki Kyoso(TCU) / Yutaka Hirata(Chubu Univ.) / Norikazu Takahashi(Okayama Univ.)
Secretary Masaki Kyoso(Toyama Pref. Univ.) / Yutaka Hirata(Kindai Univ.) / Norikazu Takahashi(Tokyo Inst. of Tech.)
Assistant Kim Juhyon(Univ. of Toyama) / Takumi Kobayashi(YNU) / Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Masayuki Kimura(Kyoto Univ.)

Paper Information
Registration To Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing / Technical Committee on Nonlinear Problems
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Analysis of hierarchical tensor data using nonlinear analysis method
Sub Title (in English)
Keyword(1) multi group analysis
Keyword(2) self-organizing map
Keyword(3) tensor som
Keyword(4) hierarchical tensor som
Keyword(5) visualization
1st Author's Name Masayoshi Era
1st Author's Affiliation Kyushu Institute of Technology(Kyutech)
2nd Author's Name Ishibashi Hideaki
2nd Author's Affiliation Kyushu Institute of Technology(Kyutech)
3rd Author's Name Furukawa Tetsuo
3rd Author's Affiliation Kyushu Institute of Technology(Kyutech)
Date 2018-01-26
Paper # NC2017-54
Volume (vol) vol.117
Number (no) NC-417
Page pp.pp.23-28(NC),
#Pages 6
Date of Issue 2018-01-19 (NC)