| Presentation | 2016-09-14 Constructing networks from multivariate nonlinear time series Tomomichi Nakamura, Toshihiro Tanizawa, Michael Small, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We describe a method for constructing networks from multivariate nonlinear time series. To verify the connection between two signals, we apply a previously proposed and well-established small-shuffle surrogate (SSS) method, which can investigate correlation structures irrespective of whether the structures are linear or nonlinear. The network, which is constructed based on surrogate, indicates the intrinsic (essential) connectivity of the elements included in the system or the underlying (assumed) system. The method is demonstrated for numerical data sets generated by a known system and applied to experimental time series. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Time series analysis / Surrogate method / Complex network |
| Paper # | NLP2016-48 |
| Date of Issue | 2016-09-07 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2016/9/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Konan Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hisato Fujisaka(Hiroshima City Univ.) |
| Vice Chair | Masaharu Adachi(Tokyo Denki Univ.) |
| Secretary | Masaharu Adachi(Konan Univ.) |
| Assistant | Hiroyuki Asahara(Okayama Univ. of Science) / Toshihiro Tachibana(Shonan Inst. of Tech.) |
| Paper Information | |
| Registration To | 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) | Constructing networks from multivariate nonlinear time series |
| Sub Title (in English) | |
| Keyword(1) | Time series analysis |
| Keyword(2) | Surrogate method |
| Keyword(3) | Complex network |
| 1st Author's Name | Tomomichi Nakamura |
| 1st Author's Affiliation | University of Hyogo(Univ. of Hyogo) |
| 2nd Author's Name | Toshihiro Tanizawa |
| 2nd Author's Affiliation | Kochi National College of Technology(KNCT) |
| 3rd Author's Name | Michael Small |
| 3rd Author's Affiliation | The University of Western Australia(UWA) |
| Date | 2016-09-14 |
| Paper # | NLP2016-48 |
| Volume (vol) | vol.116 |
| Number (no) | NLP-215 |
| Page | pp.pp.21-26(NLP), |
| #Pages | 6 |
| Date of Issue | 2016-09-07 (NLP) |