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Analysis method for time-evolving networks and its application to high resolution data analysis

Research Project

Project/Area Number 26880020
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Soft computing
Research InstitutionTokyo University of Science

Principal Investigator

Shimada Yutaka  東京理科大学, 工学部情報工学科, 助教 (50734414)

Project Period (FY) 2014-08-29 – 2016-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords複雑ネットワーク / グラフ間距離 / グラフラプラシアン / テンポラル・ネットワーク / テンポラルネットワーク / ネットワーク科学 / 非線形時系列解析
Outline of Final Research Achievements

The internet, neuronal networks, sending/receiving relationship of e-mails, and human contacts are described and analyzed as complex networks. They usually evolve with time, changing their connections between vertices, and it is highly important to analyze their underlying spatio-temporal properties in observed data.
We have focused on networks whose structures vary with time, and proposed a distance that can appropriately evaluate the amount of change from the perspective of spatio-temporal structures of networks. We applied our method to mathematical models and real network data, and showed that the proposed distance can detect the properties of networks that cannot be detected by the conventional distances.

Report

(3 results)
  • 2016 Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (14 results)

All 2017 2016 2015 2014

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 3 results,  Acknowledgement Compliant: 3 results) Presentation (11 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] Izhikevichニューロンモデルにおけるカオス応答とカオス同期2017

    • Author(s)
      内木楓,,島田裕,藤原寛太郎,池口 徹
    • Journal Title

      電子情報通信学会論文誌 A

      Volume: J100-A Pages: 195-204

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Graph distance for complex networks2016

    • Author(s)
      Yutaka SHIMADA, Yoshito HIRATA, Tohru IKEGUCHI, Kazuyuki AIHARA
    • Journal Title

      Scientific Reports

      Volume: 6 Issue: 1 Pages: 34944-34944

    • DOI

      10.1038/srep34944

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Symmetry of Lyapunov exponents in bifurcation structures of one-dimensional maps,2016

    • Author(s)
      Yutaka SHIMADA, Emiko TAKAGI, Tohru IKEGUCHI
    • Journal Title

      Chaos: An Interdisciplinary Journal of Nonlinear Science

      Volume: 26 Issue: 12 Pages: 123119-123119

    • DOI

      10.1063/1.4972401

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 日本語と英語の言語ネットワークに対するネットワークモチーフ解析2017

    • Author(s)
      多々良真弓美,島田裕,藤原 寛太郎,池口徹
    • Organizer
      電子情報通信学会 非線形問題研究会
    • Place of Presentation
      青森県青森市
    • Year and Date
      2017-03-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] Which vertices affect the spread of disease in temporal networks2016

    • Author(s)
      Koshi ABE, Yutaka SHIMADA, Kantaro FUJIWARA, Tohru IKEGUCHI
    • Organizer
      The International Symposium on Nonlinear Theory and Its Applications, IEICE
    • Place of Presentation
      Yugawara, Japan
    • Year and Date
      2016-11-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis on Differences of Japanese and English languages by the Complex Network Theory2016

    • Author(s)
      Mayumi TATARA, Yutaka SHIMADA, Kantaro FUJIWARA, Tohru IKEGUCHI
    • Organizer
      The International Symposium on Nonlinear Theory and Its Applications, IEICE
    • Place of Presentation
      Yugawara, Japan
    • Year and Date
      2016-11-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Irregularity of Inter-Event Interval of Diastrophism2016

    • Author(s)
      Keisuke MIYATA, Yutaka SHIMADA, Kantaro FUJIWARA, Tohru IKEGUCHI
    • Organizer
      The International Symposium on Nonlinear Theory and Its Applications, IEICE
    • Place of Presentation
      Yugawara, Japan
    • Year and Date
      2016-11-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How contact timings affect spread of disease in human interaction networks2016

    • Author(s)
      Koshi ABE, Yutaka SHIMADA, Kantaro FUJIWARA, Tohru IKEGUCHI
    • Organizer
      電子情報通信学会 NOLTA ソサイエティ大会
    • Place of Presentation
      東京理科大学 葛飾キャンパス
    • Related Report
      2015 Annual Research Report
  • [Presentation] 頂点間の最短距離と局所的なクラスタ係数の分布について2016

    • Author(s)
      多々良真弓美,島田裕,藤原 寛太郎,池口徹
    • Organizer
      電子情報通信学会 NOLTA ソサイエティ大会
    • Place of Presentation
      東京理科大学 葛飾キャンパス
    • Related Report
      2015 Annual Research Report
  • [Presentation] コンタクトネットワーク上での伝染病感染ダイナミクスの解析2015

    • Author(s)
      阿部晃士,島田 裕,藤原 寛太郎,池口 徹
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      滋賀県
    • Year and Date
      2015-03-10 – 2015-03-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 次数の高い1次元格子上での結合写像の振舞いについて2015

    • Author(s)
      島田裕,池口徹
    • Organizer
      電子情報通信学会 非線形問題研究会 技術研究報告
    • Place of Presentation
      大分県
    • Year and Date
      2015-01-26 – 2015-01-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] Cross-correlational analysis on noise-induced synchronization of chaotic oscillators2014

    • Author(s)
      Tsubasa Kawai, Yutaka Shimada, Kantaro Fujiwara, Kenya Jin'no and Tohru Ikeguchi
    • Organizer
      電子情報通信学会 2014年ソサイエティ大会
    • Place of Presentation
      徳島県
    • Year and Date
      2014-09-23 – 2014-09-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Analysis on temporal effects in time-varying social network2014

    • Author(s)
      Yutaka Shimada and Tohru Ikeguchi
    • Organizer
      Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2014)
    • Place of Presentation
      Luzern, Switzerland
    • Year and Date
      2014-09-14 – 2014-09-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] Phase synchronization in chaotic oscillators induced by common noise2014

    • Author(s)
      Tsubasa Kawai, Kantaro Fujiwara, Yutaka Shimada, Kenya Jin’no and Tohru Ikeguchi
    • Organizer
      Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2014)
    • Place of Presentation
      Luzern, Switzerland
    • Year and Date
      2014-09-14 – 2014-09-18
    • Related Report
      2014 Annual Research Report

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Published: 2014-09-09   Modified: 2018-03-22  

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