| Presentation | 2013-03-15 Analysis on real networks by classical multidimensional scaling Yong GAO, Kaoli KURODA, Yutaka SHIMADA, Kantaro FUJIWARA, Tohru IKEGUCHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the real world, we have a wide variety of complex networks, such as Internet, neural networks, human relationships and so on. To understand characteristics and structure of these complex networks, a new framework of combining the complex network theory and nonlinear time series analysis has been proposed. One of the frameworks uses the classical multidimensional scaling to transform complex networks to time series. In this report, by using this transforming method, we investigated the distribution of coordinate values of the time series transformed from the networks. We compared the distribution of coordinate values of real networks with that of network models such as the Watts-Strogatz model and the Barabasi-Albert model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | complex network / nonlinear time series analysis / classical multidimensional scaling |
| Paper # | NLP2012-162 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2013/3/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis on real networks by classical multidimensional scaling |
| Sub Title (in English) | |
| Keyword(1) | complex network |
| Keyword(2) | nonlinear time series analysis |
| Keyword(3) | classical multidimensional scaling |
| 1st Author's Name | Yong GAO |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Saitama University() |
| 2nd Author's Name | Kaoli KURODA |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Saitama University |
| 3rd Author's Name | Yutaka SHIMADA |
| 3rd Author's Affiliation | FIRST, Aihara Innovative Mathematical Modelling Project, JST:Institute of Industrial Science, the University of Tokyo |
| 4th Author's Name | Kantaro FUJIWARA |
| 4th Author's Affiliation | Graduate School of Science and Engineering, Saitama University |
| 5th Author's Name | Tohru IKEGUCHI |
| 5th Author's Affiliation | Graduate School of Science and Engineering, Saitama University:Saitama University Brain Science Insititute |
| Date | 2013-03-15 |
| Paper # | NLP2012-162 |
| Volume (vol) | vol.112 |
| Number (no) | 487 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |