Presentation | 2018-01-26 Analysis of hierarchical tensor data using nonlinear analysis method Masayoshi Era, Ishibashi Hideaki, Furukawa Tetsuo, |
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PDF Download Page | PDF download Page Link |
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 |
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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 |
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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) |