ITOH Hirotaka

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science
Information Technology Center

Title

Assistant Professor

Graduating School

  •  
    -
    1994.03

    Nagoya Institute of Technology   Faculty of Engineering   Graduated

Graduate School

  •  
    -
    1999.03

    Nagoya Institute of Technology  Graduate School, Division of Engineering  Doctor's Course  Completed

Degree

  • Nagoya Institute of Technology -  Master (Engineering)

  • Nagoya Institute of Technology -  Doctor (Engineering)

Field of expertise (Grants-in-aid for Scientific Research classification)

  • Educational technology

  • Intelligent informatics

 

Research Career

  • Study on Evolutionary Computing

    Individual   (not selected)  

    Project Year:   - 

Papers

  • A Method of Identifying Students Who Require Guidance Using Bayesian Network

    Hirotaka Itoh、Masaya Nishiwaki、Kenji Funahashi

    Proceedings of 2015 IEEE 4th Global Conference on Consumer Electronics     283 - 287   2015.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Forecasting Future Students' Academic Level and Analyzing Students' Feature Using Schooling Logs

    Yuma Itoh、Hirotaka Itoh、Kenji Funahashi

    Proceedings of 2015 IEEE 4th Global Conference on Consumer Electronics     288 - 291   2015.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Forecasting Students' Future Academic Records Using Bayesian Network

    Hirotaka Itoh, Kenji Funahashi, Daisuke Yamamoto, Shoichi Saito, Ichi Takumi, Hiroshi Matsuo

    Proceedings of The Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems     458 - 462   2014.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Forecasting Students’ Future Academic Records Using Past Attendance Recording Data and Grade Data

    Hirotaka Itoh, Yuma Itoh, Kenji Funahashi, Daisuke Yamamoto, Shoichi Saito, Ichi Takumi, Hiroshi Matsuo

    Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems     2013.09  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Forecasting Students' Grades Using Bayesian Network Models and an Evaluation of Their Usefulness

    Hirotaka Itoh, Keisuke Itoh, Kenji Funahashi

    The Journal of Information and Systems in Education   11 ( 1 ) 32 - 41   2013.07  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Forecasting students' grades using a Bayesian network model and an evaluation of its usefulnss

    Keisuke Itoh、Hirotaka Itoh、Kenji Funahashi

    Proceedings of 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2012)     2012.08  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Educational Guidance Practice Using Forecasts of Results Based on Past Learning Data

    Hirotaka Itoh, Kenji Funahshi, Daisuke Yamamoto, Ichi Takumi, Hiroshi Matsuo, Shoichi Saito

    Journal of the Educational Application of Information and Communication Technology   13 ( 1 ) 41 - 45   2010.11  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Heterogeneous Multi-agents Learning Using Genetic Network Programming with Immune Adjustment Mechnism

    Hirotaka Itoh、 Naoki Ikeda、 Kenji Funahashi

    New Advances in Intelligent Decision Technologies - Results of the First KES International Symposium IDT 2009     383 - 391   2009.04  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Heterogeneous Multi Agents Learning using Improved Genetic Network Programming

    Hirotaka Itoh、 Naoki Ikeda、 Kenji Funahashi

    Proceeding of SCIS&ISIS 2008     1625 - 1630   2008.09  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Genetic Algorithm with Immune Adjustment Mechanism

    Hiroataka Itoh

    Proceedings of the 3rd IASTED International Conference on Computational Intelligence CI2007     79 - 84   2007.07  [Refereed]

    Research paper (international conference proceedings)   Single Author

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Books

  • TRAVELING SALESMAN PROBLEM THEORY AND APPLICATIONS

    Hirotaka Itoh et at al (Part: Multiple Authorship ,  Chapter 7 )

    Intech  2010.12 ISBN: 978-953-307-426-9

Presentations

  • Forecasting Future Students' Academic Level and Analyzing Students' Feature Using Schooling Logs

    Yuma Itoh、Hirotaka Itoh,Kenji Funahashi

    2015 IEEE 4th Global Conference on Consumer Electronics  (Osaka Japan)  2015.10  -  2015.10  IEEE

  • A Method of Identifying Students Who Require Guidance Using Bayesian Network

    Hirotaka Itoh、Masaya Nishiwaki、Kenji Funahashi

    2015 IEEE 4th Global Conference on Consumer Electronics  (Osaka Japan)  2015.10  -  2015.10  IEEE

  • Forecasting Students' Future Academic Records Using Bayesian Network

    Hirotaka Itoh, Kenji Funahashi, Daisuke Yamamoto, Shoichi Saito, Ichi Takumi, Hiroshi Matsuo

    The Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems  (北九州国際会議場)  2014.12  -  2014.12  日本知能情報ファジィ学会

  • Forecasting Students’ Future Academic Records Using Past Attendance Recording Data and Grade Data

    Hirotaka Itoh, Yuma Itoh, Kenji Funahashi, Daisuke Yamamoto, Shoichi Saito, Ichi Takumi, Hiroshi Matsuo

    17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems  (Kitakyushu, Japan)  2013.09  -  2013.09  ACIS

  • Forecasting students' grades using a Bayesian network model and an evaluation of its usefulness

    Keisuke Itoh, Hirotaka Itoh, Kenji Funahshi

    13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2012)  (Kyoto, Japan)  2012.08  -  2012.08  ACIS

  • Improvement on Method of Identifying Students Who Require Guidance by Bayesian Network

    Hirotaka Itoh, Masaya Nishiwaki, Kenji Funahashi, Hiroshi Matsuo, Ichi Takumi

    2016.09  -  2016.09 

  • Data Mining using Multiple Grade Data

    2011.12  -  2011.12 

  • The Virtual Chemical Laboratory Using Particle and Volume Based Liquid Model

    Yuki Natsume, Andreas Lindroos, Hirotaka Itoh, Kenji FUnahashi

    SCIS&ISIS 2010  (Okayama Convention Center, Jpaan)  2010.12  -  2010.12  Japan Society for Fuzzy Theory and Intelligent informatics