Furuzuki Takayuki

フルヅキタカユキ | Furuzuki Takayuki

Affiliation and department：
Job title： Professor
Homepage URL (1)： http://nclab.w.waseda.jp/nclab/

Research field (3)： Biological, health, and medical informatics , Soft computing , Control and systems engineering

Research keywords (1)： Neural Networks, Genetic Algorithms, System Identification and Control, Complex Systems, Bioinformatics, Combinatorial optimization

Research theme for competitive and other funds (13)：

2019 - 2022 Automatic Financial News Summary Using GPU based Deep Neural Networks
2017 - 2020 Deep Quasi-Linear SVM Based on Deep Neural Network and Its Applications
2013 - 2017 Study on Quasi-Linear Support Vector Machine and Its Applications
2013 - 2016 利用しやすい構造を有する準線形サポートベクターマシンの構成と応用に関する研究
2006 - 2009 Study on Hierarchical and Function Localized Brain-like Systems

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Papers (411)：

Hangyu Deng, Jinglu Hu. SSE4Rec: Sequential recommendation with subsequence extraction. Knowledge-Based Systems. 2024. 285. 111364-111364
Hangyu Deng, Jinglu Hu. Improving Sequential Recommendation with Global Item Transitions and Local Subsequences. IEEJ Transactions on Electrical and Electronic Engineering. 2023. 19. 1. 100-108
Bo ZHOU, Benhui CHEN, Jinglu HU. Authors' Reply to the Comments by Kamata et al. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2023. E106.A. 11. 1446-1449
Xiao Fu, Hangyu Deng, Xin Yuan, Jinglu Hu. Generating High Coherence Monophonic Music Using Monte-Carlo Tree Search. IEEE Transactions on Multimedia. 2023. 25. 3763-3772
Dongchen Li, Jinglu Hu. Understanding Pedestrian Trajectory Prediction from the Planning Perspective. IEEJ Transactions on Electrical and Electronic Engineering. 2023. 18. 10. 1694-1701

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MISC (31)：

Kotaro Hirasawa, Toru Eguchi, Jin Zhou, Lu Yu, Jinglu Hu, Sandor Markon. A double-deck elevator group supervisory control system using genetic network programming. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. 2008. 38. 4. 535-550
Eloy Gonzales, Karla Taboada, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu. Class association rule mining for large and dense databases with parallel processing of genetic network programming. 2007 IEEE Congress on Evolutionary Computation, CEC 2007. 2007. Singapore. 4615-4622
Shingo Mabu, Yan Chen, Kotaro Hirasawa, Jinglu Hu. Stock trading rules using genetic network programming with actor-critic. 2007 IEEE Congress on Evolutionary Computation, CEC 2007. 2007. Singapore. 508-515
Jin Zhou, Lu Yu, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon. Double-deck elevator systems using genetic network programming with reinforcement learning. 2007 IEEE Congress on Evolutionary Computation, CEC 2007. 2007. Singapore. 2025-2031
Lu Yu, Jin Zhou, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon. Elevator group control system using genetic network programming with ACO considering transitions. Proceedings of the SICE Annual Conference. 2007. Kagawa. 1330-1336

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Books (5)：

「進化技術ハンドブック」、第21章 21.1 自己組織化機能局在型ニューラルネットワーク、21.4 非線形多項式モデルの同定
近代科学社、東京 2011 ISBN:9784764904187
Protein Structure Prediction Based on HP Model Using an Improved Hybrid EDA
Exploitation of Linkage Learning in Evolutionary Algorithms, Springer-Verlag, Berlin, Germany 2010 ISBN:9783642128332
「ニューラルネットワーク計算知能」、第2章線形特性を有するニューラルネットワーク
森北出版株式会社, 東京 2006 ISBN:4627829914
A Method for Applying Neural Networks to Control of Nonlinear Systems
Neural Information Processing Research and Development, Springer, Berlin, Germany 2004 ISBN:3540211233
Statistical Methods for Robust Change Detection in Dynamical Systems with Model Uncertainty
Statistical Methods in Control and Signal Processing, Mercel Dekker Inc., New York, USA 1997 ISBN:0824799488

Education (3)：

1994 - 1997 Kyushu Institute of Technology Graduate School, Division of Information Engineering Information Science
1979 - 1983 Sun Yat-Sen University Electrical & Electronic Systems Engineering Electronics Engineering
Sun Yat-Sen University Graduate School, Division of Information Engineering Electronics Engineering

Professional career (1)：

PhD (Kyushu Institute of Technology)

Work history (7)：

2008/04 - Waseda University Graduate School of Information Production and Systems
2003/04 - Waseda University Graduate School of Information Production and Systems
1997/08 - Kyushu University Faculty of Information Science and Electrical Engineering
1997/04 - 九州大学ベンチャー・ビジネス・ラボラトリー非常勤研究員
1988/11 - 中国中山大学電子工学科講師

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Awards (5)：

2008/11 - ISCIIA2008 Excellent Paper Award
2001/09 - 電気学会優秀論文賞
1991/10 - 広東省高教科技進歩二等賞
1989/10 - 広東省高教科技進歩二等賞
1986/05 - 中国教委科技成果二等賞

Association Membership(s) (4)：

電子情報通信学会 , 電気学会 , 計測自動制御学会 , IEEE

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