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    (Last updated : 2022-06-16 03:28:50)
  Hayashi Yoichi
   Department   Undergraduate School  , School of Science and Technology
   Position   Professor
■ Books and Papers
1. 2021/08 Article Use of an artificial intelligence-based rule extraction approach to predict an emergency cesarean section International Journal of Gynecology and Obstetrics  (Collaboration)  Link
2. 2021/04 Article PERFORMANCE ANALYSIS OF ROUGH SET–BASED HYBRID CLASSIFICATION SYSTEMS IN THE CASE OF MISSING VALUES Journal of Artificial Intelligence and Soft Computing Research 11(2),pp.307-318 (Collaboration)  Link
3. 2021/01 Article HARDWARE IMPLEMENTATION OF A TAKAGI-SUGENO NEURO-FUZZY SYSTEM OPTIMIZED BY A POPULATION ALGORITHM Journal of Artificial Intelligence and Soft Computing Research 11(3),pp.243-266 (Collaboration) 
4. 2020/09 Article Does deep learning work well for non-image structured data? Electronics 9(9) (Single) 
5. 2020/08 Article One-dimensional convolutional neural networks with feature selection for highly concise rule extraction from credit scoring datasets with heterogeneous attributes Electronics 9(8),pp.1318 (Collaboration)  Link
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■ Academic Qualifications
1. 1981/04~1984/03 〔Doctoral course〕 Management Science, Graduate School, Division of Science and Engineering, Tokyo University of Science, Completed, Dr. Engineering
2. 1981/03
Degree Acquisition
Tokyo University of Science, MS. Engineering
3. 1979/04~1981/03 〔Master degree program〕 Major in Management Science (Operations Research) Mainor in Systems Engieering, Graduate School of Science and Engineering, Tokyo University of Science, Completed,
4. 1975/04~1979/03 Department of Management Science, School of Engineering, Department of Management of Science, Tokyo University of Science, Graduated,
■ Career History
1. 2001/04~2002/01 University of Canterbury, New Zealand Visiting Professor
2. 1996/10 Meiji University Department of Computer Science Professor
3. 1994/04~1996/09 Meiji University Department of Computer Science Associate Professor
4. 1990/04~1991/01 University of Alabama at Birmingham, USA Visiting Professor
5. 1990/04~1994/03 Ibaraki University Department of Computer and Informarion Sciences Associate Professor
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■ Teaching Activities
● Efforts to Improve Educational Contents and Method (Including Teaching Evaluation)
1. 2008/04/01~2014/03/31 Faculty Development committee
■ Major Subjects
Artificial Intelligence 1, Artificial Intelligence 2, High level topics on Big Data engneering, High level topics on Computational Intelligence
■ Academic Associations Membership
1. ∟ Senior Member
■ researchmap Researcher Code
1000316880
■ Social Activities
1. 2020/04~ Decision Support System (Elsevier) Reviewer IF: 5.795
2. 2020/04~2021/03 Swiss National Science Foundation (SNSF) Reviewer
3. 2020/03~ IEEE Transaction on Cybernetics (IF:11.2)
4. 2020~2021/03 National Sciences and Engineering Research Council of Canada, Reviewer
5. 2018/04 Artificial Intelligence (Elsevier) IF: 9.088, Reviewer
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■ Research Topics, Consignment Studies & KAKENHI Researches
1. 2014~2017  Intelligent Data Mining Using Neural Networks and Its Application to Marketing  (Key Word : )
2. 1989  Rule Extraction from Trained Neural Network  (Key Word : Rule Extraction,Neural Network,)
■ Web Sites
   http://www.cs.meiji.ac.jp
■ Email Addresses
  kyoin_mail
■ Award History
1. 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.
■ Current Specialized Field
Intelligent informatics, Soft computing, Life, health and medical informatics, Medical systems, Money and finance, Social law, Business administration, Radiological sciences, Medical management and medical sociology  Link
■ Patents
1. United States Patent 「FUZZY BACKWARD REASONING SYSTEM AND EXPERT SYSTEM UTILIZING THE SAME」
■ KAKENHI Researcher Number
20189666