Researcher Profile and Settings

Profile and Settings

Name

• Name

  FUJITA Misa

Profile & Settings

• researchmapURL

  URL（英）

Affiliations

Affiliation (Master)

• School of Engineering, Lecturer
• Department of Electrical and Electronic Engineering, Lecturer
• Institute for Advanced Studies in Artificial Intelligence, Researcher

Education, Etc.

Education

• Apr. 2017, Mar. 2020, Tokyo University of Science, Graduate School of Engineering, Department of Management Science
• Apr. 2015, Mar. 2017, Nippon Institute of Technology, Graduate School of Engineering, Department of Electronics, Information and Media Engineering
• Apr. 2011, Mar. 2015, Nippon Institute of Technology, Faculty of Engineering, Department of Electrical and Electronic Engineering

Degree

• Engineering, Mar. 2020, Tokyo University of Science

その他基本情報

Association Memberships

• The Institute of Electronics, Information and Communication Engineers
• Information Processing Society of Japan
• The Institute of Systemx, Control and Information Engineers
• The Operations Research Society of Japan

Committee Memberships

• IEICE, Nonlinear Theory and Its Applications, IEICE, Guest Co-Secretaries
• IEICE, 2023 International Symposium on Nonlinear Theory and Its Applications, General Co-Secretaries

Research Activities

Research Areas, Etc.

Research Areas

• Combinatorial optimization, Machine learning

Research Interests

• Steiner tree problem in graphs, Meta-heuristics, Chaotic neural network, Network centrality

Book, papers, etc

Published Papers

• A heuristic method for solving the Steiner tree problem in graphs using network centralities
  Misa Fujita, Yutaka Shimada, Takayuki Kimura, Tohru Ikeguchi
  PLoS ONE, 19, 6, 1, 16, 2024, refereed, Joint Work
• Solving the Steiner tree problem in graphs with chaotic nerual networks: a nonlinear time series analysis of the objective function value
  Misa Fujita, Tatsuya Saito
  Transactions of the Institute of Systems, Control and Information Engineers, 36, 5, 136, 143, 2023, refereed, Joint Work
• Solving the Steiner tree problem in graphs by chaotic search
  Misa Fujita, Takayuki Kimura, Tohru Ikeguchi
  Nonlinear Theory and Its Applications, IEICE, 11, 1, 90, 108, 2020, refereed, Joint Work
• An Immunity Placement Method for Suppressing Spread of Viruses
  Masato Mabe, Yuuki Morita, Misa Fujita, Takayuki Kimura
  Journal of Signal Processing, The Research Institute of Signal Processing, 21, 4, 159, 162, 2017, refereed, Joint Work
• An Effective Construction Algorithm for the Steiner Tree Problem Based on Edge Betwenness
  Misa Fujita, Takayuki Kimura, Kenya Jin'no
  Journal of Signal Processing, The Research Institute of Signal Processing, 20, 4, 145, 148, 2016, refereed, Joint Work

Conference Activities & Talks

• Tatsuya Saito, Misa Fujita
  Joint Work, refereed
• Joint Work
• Joint Work
• Joint Work
• A study on visualizing the effectiveness of the parameter set for forecasting time series using the ReLU chaotic neuraln network reservoir
  Tatsuya Saito, Misa Fujita
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2023), Joint Work, refereed
• Solving the Vehicle Routing Problem with Time Windows and Stochastic Demands by Chaotic Neural Network
  Misa Fujita
  2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2023), Single Work, refereed
• Joint Work
• Joint Work
• Joint Work
• Single Work
• Single Work
• Joint Work
• Joint Work
• Joint Work
• Solving the Steiner Tree Problem in Graphs with a Chaotic Neural Network: a Time-Series Analysis of the Objective Function Value
  Misa Fujita, Tatsuya Saito
  The 53rd International Symposium on Stochastic Systems Theory and Its Applications (SSS'21), Joint Work, refereed
• Image Colorization by Cellular Neural Networks
  S. Kiriyama, Y. Kawai, H. Toda, M. Fujita, M. Sato, T. Otake and H. Aomori
  IEEE Workshop on Nonlinear Circuit Networks (NCN'20), Joint Work, refereed
• Analysis of the Search Process of the Chaotic Search for Solving the Steiner Tree Problem in Graphs Using a Recurrence Plot
  Misa Fujita
  The 2020 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2020), Single Work, refereed
• The Relationship Between Average Firing Rates and Performance of the Chaotic Search for Solving the Steiner Tree Problem in Graphs
  Misa Fujita, Takayuki Kimura, Tohru Ikeguchi
  The 2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019), Joint Work, refereed
• Joint Work, refereed
• Joint Work
• Joint Work
• Joint Work
• Joint Work, refereed
• Joint Work, refereed
• Joint Work
• Joint Work, refereed
• Joint Work
• Joint Work, refereed
• Joint Work, refereed
• Joint Work
• An Immune Placement Method for Supressing Virus Spreading
  Masato Mabe, Yuuki Morita, Misa Fujita, and Takayuki Kimura,
  Joint Work
• A Construction Method for Steiner Tree Problem Using Betweenness Centrality
  Misa Fujita, Takayuki Kimura, Kenya Jin'no
  The 2016 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2016), Joint Work, refereed
• Joint Work
• Joint Work
• Joint Work, refereed
• An Effective Construction Algorithm for Steiner Tree Problem Based on Edge Betweenness
  Misa Fujita, Takayuki Kimura, Kenya Jin'no
  The 2016 RISP International Workshop on Nonlinear Circuits, Communications, and Signal Processing (NCSP 2016), Joint Work
• An Improved KMB Algorithm Using Edge Betweenness for Steiner Tree Problems
  Misa Fujita, Takayuki Kimura, Kenya Jin'no
  The 4th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS 2015), Joint Work
• Joint Work
• Joint Work

Other Research Activities

Research Grants & Projects

• The Hibi Science Foundation
  2022
• Japan Society for the Promotion Science
  Grant-in-Aid for Scientific Research
  Grant-in-Aid for Research Activity Start-up, 2020, 20K23332
• Japan Society for the Promotion Science
  Grants-in-Aid for Scientific Research
  Grant-in-Aid for JSPS Research Fellows, 2018, 18J10671