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J-GLOBAL ID:200901080837691208   Update date: Dec. 28, 2020

Yoichi Hayashi

ハヤシ ヨウイチ | Yoichi Hayashi
Affiliation and department:
Job title: Professor
Homepage URL  (1): http://www.cs.meiji.ac.jp
Research field  (9): Medical systems ,  Biological, health, and medical informatics ,  Soft computing ,  Intelligent informatics ,  Healthcare management, medical sociology ,  Radiology ,  Business administration ,  Money and finance ,  Social law
Research keywords  (4): メディカルAI ,  説明できるAI ,  ディープラーニング ,  人工知能
Papers (221):
  • Yoichi Hayashi. Does deep learning work well for non-image structured data?. Electronics. 2020. 9. 9
  • Yoichi Hayashi, Naoki Takano. One-dimensional convolutional neural networks with feature selection for highly concise rule extraction from credit scoring datasets with heterogeneous attributes. Electronics. 2020. 9. 8. 1318
  • 林 陽一. 近未来の医療:AIと未来医療. 純真の翼. 2020. 7. 7-8
  • Yoichi Hayashi. New unified insights on deep learning in radiological and pathological images: beyond quantitative performances to qualitative interpretation. Informatics in Medicine Unlocked. 2020. 19. 100329
  • Nowicki Robert K, Grzanek K, Yoichi Hayashi. Rough Support Vector Machine for Classification with Interval and Incomplete Data. Journal of Artificial Intelligence and Soft Computing Research. 2019. 10. 1. 47-56
more...
Patents (1):
  • United States Patent 「FUZZY BACKWARD REASONING SYSTEM AND EXPERT SYSTEM UTILIZING THE SAME」
Books (6):
  • Black Box Nature of Deep Learning for: Digital Pathology Beyond Quantitative to Qualitative Algorithmic Performances
    Springer 2020
  • Fuzzy Intial Value Problem for N-th Order Linear Differential Equations
    IFSA 1999
  • "Neural Net Solutions to Systems of Linear Equations, Uncertainty Analysis in Engineering and the Sciences"
    Kluwer Academic Publishers 1998
  • Fuzzy Reasoning
    OhmushaNeuro/Fuzzy/AI Handbook 1994
  • Foundation of Integration of Neuro Fuzzy
    Baifukan Neuro & Fuzzy S.Amari & T.Mukaidono 1994
more...
Education (4):
  • 1981 - 1984 Tokyo University of Science Management Science
  • 1979 - 1981 Tokyo University of Science Major in Management Science (Operations Research) Mainor in Systems Engieering
  • 1979 - 1981 Tokyo University of Science Major in Management Science (Operations Research) Mainor in Systems Engieering
  • 1975 - 1979 Department of Management of Science, Tokyo University of Science Department of Management Science
Professional career (4):
  • 工学博士 (東京理科大学)
  • 工学修士 (東京理科大学)
  • Dr. Engineering (Tokyo University of Science)
  • MS. Engineering (Tokyo University of Science)
Work history (3):
  • 1990/04 - 1994/03 Ibaraki University Department of Computer and Informarion Sciences Associate Professor
  • 1986/04 - 1990/03 Ibaraki University Department of Computer and Informarion Sciences Assistant Professor
  • 1985/04 - 1986/03 Researcher
Committee career (2):
  • Senior Member
  • Senior Member
Awards (9):
  • 1999/07 - 栢森情報科学振興財団研究助成受賞
  • 1999/04 - Best 7 Papers Memorial Prize, Fuzzy Sets and Systems, Vol.100 Memorial Supplement (which was carefully selected based on citation index and the opinions of The Editorial Board of Fuzzy Sets and Sytems.
  • 電気通信普及財団研究助成受賞(3回)
  • 稲森財団研究助成受賞
  • 神奈川科学技術アカデミー研究助成受賞
Show all
Association Membership(s) (5):
日本神経回路学会 ,  日本知能情報ファジィ学会 ,  人工知能学会 ,  INNS(国際神経回路学会) ,  IEEE(米国電気・電子技術者協会)
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