中部大学

中部大学

教員情報

山内 康一郎 YAMAUCHI Koichiro

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プロフィール

職名 教授
所属 工学部 情報工学科
大学院 工学研究科 情報工学専攻
最終学歴 大阪大学大学院基礎工学研究科
学位 博士(工学)
所属学会・役職 日本神経回路学会
電子情報通信学会
情報処理学会
日本知能情報ファジィ学会
IEEE Computer Society
専門分野 知能情報処理、人工知能
研究テーマ 昆虫脳を模倣する微小学習エンジンの開発、生物の学習行動をヒントとする追記学習アルゴリズムの開発、組み込み用学習エンジンとその小型組み込み機器への応用、人間とコンピュータの共学習システムの開発
研究紹介PDF
授業科目 オペレーティングシステム、創生A、C言語応用、機械学習特論、知能情報処理特別研究A、知能情報処理特別研究B
共同研究キーワード 学習エンジン、学習アルゴリズム、AI、組み込み用ソフトウエア、太陽電池のMPPTアルゴリズム、マイクロコンバータ
公開連絡先 メールアドレス:yamauchi@cs.chubu.ac.jp

著書および訳書

Book title: "Photovoltaic Materials and Solar Panels"

Chapter title: "MPPT algorithm accelerated by an embedded incremental learning method."

InTechOpen in press (2018)

学術論文、評論

Koichiro Yamauchi, Vanamala Narashimha Bhargav . "Minimum modal regression", in Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred , editors, ICPRAM2018 7th International Conference on Pattern Recognition Applications and Methods, pp. 448--455, January, (2018).

Takaya Ogiso, Koichiro Yamauchi, Norio Ishii, Yuri Suzuki . "Co-learning system for humans and machines using a weighted majority-based method ", International Journal of Hybrid Intelligent Systems, No.13, pp. 63--76, (2016).

Daisuke Nishio, Koichiro Yamauchi . "Multithreading Incremental Learning Scheme for Embedded System to Realize a High-Throughput", in Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu, editors, Neural Information Processing --23rd International Conference, ICONIP 2016--, Springer-Verlag, LNCS9948, pp. 204--213, October, (2016).Kyoto University, October 16--21

Kazuyoshi Kato, Koichiro Yamauchi . "Risk Sensitive Reinforcement Learning Scheme Is Suitable for Learning on a Budget", in Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu, editors, Neural Information Processing --23rd International Conference, ICONIP 2016--, Springer-Verlag, LNCS9949, pp. 202--210, October, (2016).Kyoto University, October 16--21

Hidekazu Kato, Koichiro Yamauchi . "Quick MPPT microconverter using a limited general regression neural network with adaptive forgetting", in Sustainable Energy Engineering and Application (ICSEEA), 2015 International Conference on , IEEE, pp. 42--48, February, (2016).

Takaya Ogiso, Koichiro Yamauchi, Norio Ishii, Yuri Suzuki . "A Co-learning system for human and machines", in Proceedings of the 2015 Seventh International Conference of Soft Computing and Pattern Recognition (SoCPaR2015), The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 363--368, November, (2015).Fukuoka Japan, November 13-15, 2015

Akihisa Kato, Hirohito Kawahara, Koichiro Yamauchi . "Incremental learning on a budget and a quick calculation method using a tree-search algorithm ", in IJCNN2015: The International Joint Conference on Neural Networks 2015, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 3719--3725, July, (2015).Killarney, Ireland, July12-17, 2015

Koichiro Yamauchi . "Incremental learning on a budget and its application to quick maximum power point tracking of photovoltaic systems", Journal of Advanced Computational Intelligence and Intelligent Informatics, vol.18, No.4, pp. 682--696, (2014).

Kenta Igushi, Takaya Ogiso, Koichiro Yamauchi . "Acceleration of reinforcement learning via game-based renewal energy management system", in SCISISIS2014, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 415--420, December, (2014).Kitakyusyu Intertnational Conference Center, Japan, December 3-6, 2014

Yusuke Kondo, Koichiro Yamauchi . "A Dynamic Pruning Strategy for Incremental Learning on a Budget", in Neural Information Processing -- The 21st International Conference, ICONIP2014 --, Springer-Verlag, vol.LNCS8834, No.1, pp. 295--303, November, (2014).Imperial Hotel, Kuching, Sarawaku, MALAYSIA , November 3-6, 2014

Koichiro Yamauchi, Yusuke Kondo, Akinari Maeda, Kiyotaka Nakano, Akihira Kato . "Incremental learning on a budget and its application to power electronics", in Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil , editors, Neural Information Processing -- The 20th International Conference, ICONIP2013 --, Springer-Verlag, vol.LNCS8227, pp. 341--351, November, (2013).

Koichiro Yamauchi . "An importance weighted projection method for incremental learning under unstationary environments", in IJCNN2013: The International Joint Conference on Neural Networks 2013, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 506--514, August, (2013).

Koichiro Yamauchi . "Incremental learning on a budget and its application to quick maximum power point tracking of photovoltaic systems", in The 6th International Conference on Soft Computing and Intelligent Systems, pp. 71--78, November, (2012).

Koichiro Yamauchi . "Incremental model selection and ensemble prediction under virtual concept drifting environments", Evolving Systems, vol.2, issue 4, pp 249--260, October, (2011).

"Optimal incremental learning under covariate shift", Memetic Computing, vol.1, No.4, pp. 271--279, (2009)

"Covariate Shift and Incremental Learning", in International Conference on Neural Information Processing (ICONIP2008), inpress, November, 2008

Masayoshi Sato, Yuki Togashi, Takashi Omori, Koichiro Yamauchi, Satoru Ishikawa. "Computational Modeling of Risk-Related Eye Movement of Car Drivers", in International Conference on Neural Information Processing (ICONIP2008), inpress, November, 2008

Kyosuke Nishida, Shohei Shimada, Satoru Ishikawa, Koichiro Yamauchi . "Detecting Sudden Concept Drift with Knowledge of Human Behavior", in 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008), The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 3261--3267, October, 2008

Incremental Learning and Model Selection for Radial Basis Function Network through Sleep, IEICE TRANSACTIONS on Information and Systems, vol. E90-D, No. 4, pp. 722-735, April, 2007

社会活動

ICONIP2016 Publication Chair

IEEE Computer Society Japan Chapter 運営委員

IEICE Journal(ED) Associate Editor

電子情報通信学会 査読委員

IEEE CIS, 日本神経回路学会, 電子情報通信学会,日本知能情報ファジィ学会, 情報処理学会 会員

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