Faculty - YAMAUCHI Koichiro |

（Last updated : 2024-02-29 17:36:19）

YAMAUCHI Koichiro

Department / Course College of Engineering Department of Computer Science

Graduate School of Engineering Department of Computer Science

Center for Mathematical Science and Artificial Intelligence

Job Professor

Academic background
1991/04/01～1994/03/31	Doctorial Graduate School, Division of Engineering Science Osaka University Finished Intelligent informaticsPhD
1989/04/01～1991/03/23	Master Graduate School, Division of Engineering Nagoya Institute of Technology Finished
1985/04/01～1989/03/31	Faculty of Engineering Nagoya Institute of Technology Graduated Intelligent informatics

Business career
1994/04/01 ～ 2000/09/30	Research Assistant Nagoya Institute of Technology
2000/10/01 ～ 2009/03/31	Associate Professor

Belonging society
～	IEEE Computer Society
	∟ Japan Chapter 運営委員
～	Japan Neural Network Society (JNNS)
～	Information Processing Society of Japan
～	Japan Society of Fuzzy Theory and Intelligent Informatics
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Present specialized field
知能情報処理, Artificial Intelligence, Machine Learning, Pattern Recognition

Research, Studies
Bio-inspired Learning algorithms
Incremental learning method for small embedded systems
Application of machine learning methods for renewal energy systems
Maximum Power Point Tracking micro-converter for photovoltaic

Curriculum Specialized
Machine Learning, Operating System, C-language-programming

Book and thesis
Papers	Quick Continual kernel learning on bounded memory space based on balancing between adaptation and forgetting Evolving Systems 14 (0),pp.437-460 (Sole-authored) 2022/12
Papers	Few-shot Class Incremental learning with Generative Feature Replay Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2021) (0),pp.259-267 (Co-authored) 2021/02
Papers	Lightweight Modal Regression for Stand Alone Embedded Systems Neural Information Processing --26th International Conference, ICONIP 2019-- LNCS11594 (0),pp.367-379 (Co-authored) 2019/12
Papers	Swap kernel regression Artificial Neural Networks and Machine Learning -- ICANN2019 LNCS 11728 (0),pp.223-238 (Co-authored) 2019/09
Papers	人と機械学習の協調による未知問題の解の探索法 The Proceedings of the 29 th Annual Conference of Japanese Neural Network Society (0) (Co-authored) 2019/09
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Research topic, funded research, and department laboratory expense
2015/04/01 ～ 2018/03/31	Collaboration technique of human and machine-learning for speed up of problem solving and its application for smart grid operations
2012/04/01 ～ 2015/03/31	A limited kernel machine inspired by insect's brain and its application for maximum power point tracker for photvoltaics

Activity in society
	ICONIP2016 Publication Chair
	IEICE Journal(ED) Associate Editor

Home Page
http://sakura.cs.chubu.ac.jp/index-j.html

Department laboratory expense researcher number
00262949