| Presentation | 2018-01-26 An application of association rule mining for the brain functional connectivity networks during different facial expressions Asako Watanabe, Toshimasa Yamazaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Electroencephalograms (EEGs) during facial expression were measured. We calculated synchronization likelihood (SL) shows which pairs of electrodes are highly synchronized in time course. Sometimes, SL in different electrode pairs have the peaks at same time. The pairs were gathered to construct brain functional connectivity networks (BFCNs) as the edges in the network. We reconstructed the networks based on the results of association rule mining and quantified them. Finally, we proposed the efficiency of an application of association rule mining to EEG research field. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Electroencephalograms / Synchronization likelihood / Brain functional connectivity network / Association rule mining |
| Paper # | NC2017-53 |
| 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) | An application of association rule mining for the brain functional connectivity networks during different facial expressions |
| Sub Title (in English) | |
| Keyword(1) | Electroencephalograms |
| Keyword(2) | Synchronization likelihood |
| Keyword(3) | Brain functional connectivity network |
| Keyword(4) | Association rule mining |
| 1st Author's Name | Asako Watanabe |
| 1st Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| 2nd Author's Name | Toshimasa Yamazaki |
| 2nd Author's Affiliation | Kyushu Institute of Technology(Kyutech) |
| Date | 2018-01-26 |
| Paper # | NC2017-53 |
| Volume (vol) | vol.117 |
| Number (no) | NC-417 |
| Page | pp.pp.17-22(NC), |
| #Pages | 6 |
| Date of Issue | 2018-01-19 (NC) |