Faculty Members

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Associate Professor
HOSHINO, Yukinobu

Doctor of engineering, Ritsumeikan University, JAPAN, 2002

  • Year of birth: 1970
  • Gender: Male
  • Affiliation:
    - School of Systems Engineering
    - Electronic and Photonic Systems Engineering Course, Department of Engineering, Graduate School of Enginering
    - Center for Human-Engaged Computing, Research Institute
  • Personal web site: http://www.ele.kochi-tech.ac.jp/hoshino/
Areas of specialization Soft Computing
System on a chip
Intelligent system
Fuzzy Logic / Fuzzy Systems
FPGA design
Machine learning system
Image processing system
Embedded system
Electronic circuit
RoboCup
Laboratory/research office Soft Intelligent System On Chip Laboratory
Main topic is Fuzzy theory and the machine learning system research for implement SoC. SoC is Integrated Circuit (IC)technology accumulating all components of a computer and other electronic systems for an IC chip. The soft computing is a research field the empirical knowledge processing like the human being, is based on Fuzzy theory. These are implemented a lots in industrial equipment. In the laboratory, the conventional theory and system is researched as a system toward SoC. The application to a more complicated system is expected.
Current reseach topics
Educational background 1998: Master,  Ritsumeikan University, JAPAN
1995: Bachelor, Westmar University , United States Of America
Professional background 2002-2006: 
2000-2001: 
Licenses
Academic societies The Institute of Electronics, Information and Communication Engineers

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Courses

* Courses provided in English are shown with (E) mark

Undergraduate school
  • Exercises in Programming
  • Experiments of Electronic and Photonic 2
  • Graduation Thesis
  • CAD/Descriptive Geometry
  • Algorithms and Data Structure
  • Electronic System Design
Graduate school
  • Seminar 1
  • Seminar 2
  • Individual Work for Graduate
  • Advanced Seminar 1
  • Advanced Seminar 2

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Research activities

Research papers
  1. Authors: Yuki Shinomiya, Yukinobu Hoshino
    Title: A Feature Encoding based on Low Space Complexity Codebook called Fuzzy Codebook for Image Recognition
    Journal: International Journal of Fuzzy Systems, Springer
    Year: 2018
  2. Authors: Keita Mitani, Yukinobu Hoshino
    Title: Verification for Commonality or Specificity of Brain Representations Related to the Different Evaluation Criteria
    Journal:  International Journal of Innovative Computing Information and Control , Vol. 14, No. 05, pp. 1553-1582
    Year: 2018
  3. Authors: Yukinobu Hoshino, Keita Mitani
    Title: A Proposal of a Usability Scale System for Rehabilitation Games Based on the Cognitive Therapeutic Exercise
    Journal: International Journal of Innovative Computing Information and Control, Vol. 14, No. 04, pp. 1189-1205
    Year: 2018
  4. Authors: Yukinobu Hoshino, Masayuki Kubo, Thang Cao
    Title: Wavelet Transform Analysis the Recognizing Brain Activities for Development the Palm-Size and Simplification Near-Infrared Spectroscopy Prototype System by Using Arduino
    Journal: Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 22, No. 3, pp. 306-315, Fuji Technology Press Ltd.
    Year: 2018
  5. Authors: Dang Tuan Linh, Yukinobu Hoshino
    Title: Hardware/Software Co-design for a Neural Network Trained by Particle Swarm Optimization Algorithm
    Journal: Neural Processing Letters, Springer
    Year: 2018
  6. Authors: Yuki Shinomiya, Yukinobu Hoshino
    Title: A Quantitative Quality Measurement for Codebook in Feature Encoding Strategies
    Journal: Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 21, No. 7, pp. 1232-1239, Fuji Technology Press Ltd.
    Year: 2017
  7. Authors: Dang Tuan Linh, Cao Thang, HOSHINO Yukinobu
    Title: A PROPOSED PSOSEED2 ALGORITHM FOR TRAINING HARDWARE-BASED AND SOFTWARE-BASED NEURAL NETWORKS
    Journal: International Journal of Innovative Computing, Information and Control, Vol. 13, No. 4, pp. 1205-1219
    Year: 2017
  8. Authors: Dang Tuan Linh, HOSHINO Yukinobu, Cao Thang
    Title: Evaluation of the Neural Network trained by the PSO with velocity control algorithm in the hybrid hardware-software architecture
    Journal: ICIC International Express Letters, Vol. 11, No. 3, pp. 565-574
    Year: 2017
  9. Authors: Dang Tuan Linh, Cao Thang, HOSHINO Yukinobu
    Title: Data pre-processing for a neural network trained by an improved particle swarm optimization algorithm
    Journal: International Journal of Computer Applications, Vol. 154, No. 1
    Year: 2016
  10. Authors: Yuuto Yasuoka, Yuuki Shinomiya, HOSHINO Yukinobu
    Title: Simulation of Human Detection System using BRIEF and Neural Network
    Journal: Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 20, No. 7,  Fuji Technology Press Ltd.
    Year: 2016
  11. Authors: Thang Cao, Hung T. Nguyen, Hien M. Nguyen, HOSHINO Yukinobu
    Title: Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Based on Computer Vision and Machine Learning
    Journal: Industrial Applications of Affective Engineering, pp. 111-112, Springer International Publishing
    Year: 2014
  12. Authors: J. Kushida, I. Nakaoka, K. Kamei, Y. Hoshino
    Title: Application of Co-Evolutionary System for Strategy Developments of Teams in the Same Generation to Team Match-Up Games
    Journal: International Journal of Innovative Computing, Information and Control, Vol. 5, No. 12
    Year: 2009
  13. Authors: J. Kushida, I. Nakaoka, K. Kamei, N. Taniguchi, Y. Hoshino
    Title: A Coevolutionary System for Strategy Development in Poker Games
    Journal: International Journal of Innovative Computing, Information and Control, Vol. 4, No. 12, pp. 3259-3272
    Year: 2008
  14. Authors: Nyan Win Aung, Eric W. Cooper, Yukinobu Hoshino, Katsuari Kamei
    Title: A PROPOSAL OF FUZZY CONTROL SYSTEMS FOR TRAILERS DRIVEN BY MULTIPLE MOTORS IN SIDE SLIPWAYS TO HAUL OUT SHIPS
    Journal: International Journal of Innovative Computing, Information and Control, Vol. 3, No. 4
    Year: 2007
  15. Authors: Yoshiaki Sakakura, Noriyuki Taniguchi, Yukinobu Hoshino, Katsuari Kamei
    Title: Maintaining Individual Diversity by Fuzzy c-Means Selection
    Journal: Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 11, No. 8
    Year: 2007
  16. Authors: Thang Cao, Eric W.Cooper, Yukinobu Hoshino, Katsuari Kamei, Hoang Phuong Nguyen
    Title: An Application of Soft Computlng to RETS: Rheumatic Evaluaton and Treatment System by Oriental Medicine
    Journal: Biomedical Soft Computing and Human Sciences, Vol. 11, No. 1, pp. 7-13
    Year: 2006
Invited lectures
  1. Hardware/Software co-design SoC-system for a Neural Network trained by Particle Swarm Optimization, 2017 IEEE 10th International Workshop on Computational Intelligence and Applications (IWCIA), Hiroshima University of Economics, Tatemachi Campus, 2017/11/11
Grants-in-Aid for Scientific Research from the Japanese government
  1. Project title: Space operation system development for cognitive exercise therapy rehabilitation
    Category: Grant-in-Aid for Scientific Research (C)
    Project number: 25330240
    Project period: 2013/04-2016/03
    Total budget amount: 4,940,000 yen
    Keywords: 

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Social activities

Committee roles
  1. 16th International Symposium on Advanced Intelligent Systems 2015, Korean Institute of Intelligent Systems, 2015-2016
  2. SCIS&ISIS2014 Program Committee Vice-Chairs, 2014-2015
  3. IDHF2014 General Chair, 2014-2014
Published books
  1. ChapterTitle: Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Based on Computer Vision and Machine Learning Book: Industrial Applications of Affective Engineering , Springer, 2014, ISBN 9783319047973
  2. ChapterTitle: Chapter 9 Motion Analysis for Stone Knapping of the Skilled Levallois Technique Book: Dynamics of Learning in Neanderthals and Modern Humans Volume 2, Springer, 2014, ISBN 9784431545538

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