Rchr
J-GLOBAL ID:200901016665100121   Update date: Jun. 09, 2020

Furuzuki Takayuki

フルヅキ タカユキ | Furuzuki Takayuki
Affiliation and department:
Job title: Professor
Homepage URL  (2): http://www.waseda.jp/sem-hflab/http://www.waseda.jp/sem-hflab/
Research field  (4): Biological, health, and medical informatics ,  Soft computing ,  Control and systems engineering ,  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  (12):
  • 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
  • 2006 - 2009 Study on Hierarchical and Function Localized Brain-like Systems
  • 2006 - 2009 Study on Hierarchical and Function Localized Brain-like Systems
Show all
Papers (300):
  • J. Luo, D.E. Baz, R. Xue, J. Hu. Solving the dynamic energy aware job shop scheduling problem with the heterogeneous parallel genetic algorithm. Future Generation Computer Systems. 2020. 108. 119-134
  • Y. Ren, W.Li, J. Hu. A Semi-Supervised Classifier Based on Piecewise Linear Regression Model Using Gated Linear Network. IEEJ Trans. on Electrical and Electronic Engineering C. 2020. 15. 7
  • X. Yuan, E. Pang, K. Lin, J. Hu. Hierarchical Multi-label Classification for Gene Ontology Annotation using Multi-head and Multi-end Deep CNN Model. IEEJ Trans. on Electrical and Electronic Engineering C. 2020. 15. 7
  • P. Liang, W. Li, J. Hu. Fast SVM Training using Data Reconstruction for Classification of Very Large Datasets. IEEJ Trans. on Electrical and Electronic Engineering C. 2020. 15. 3. 372-381
  • Y. Tian, Q. Zhang, Z. Ren, F. Wu, P. Hao, J. Hu. Multi-Scale Dialted Convolution Network Based Depth Estimation in Intelligent Transportation Systems. IEEE Access. 2019. 7. 185179-185188
more...
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 (4):
  • 2008/04 - Waseda University
  • 2008/04 - Waseda University
  • 2003/04 - Waseda University
  • 1997/08 - Kyushu University
Awards (1):
  • 2008/11 - ISCIIA2008 Excellent Paper Award
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