Seiichi OZAWA, Ph. D    [Japanese]

Affiliation Graduate School of Engineering, Kobe University
Faculty of Engineering, Kobe University
Position Professor
Address 1-1 Rokko-Dai, Nada-ku, Kobe 657-8501, JAPAN
TEL/FAX +81 78 803 6466
E-Mail
Research Fields Neural Networks,  Machine Learning, Pattern Recognition
Reinforcement Learning, Intelligent Data Analysis

Recent Research Projects

  1. Online Feature Extraction (Incremental Algorithms for PCA, LDA, KPCA, RFLD)
  2. Sequential Multitask Learning for Pattern Recognition
  3. Autonomous Learning for Neural Networks
  4. Incremental Learning for Spiking Neural Networks
  5. Multimodal Feature Ensemble for Multitask Pattern Recognition Problems
  6. Efficient Incremental Learning for Neural Networks
  7. Developing Face Recognition Systems

Publication List

Activities of International Committee
IEEE Trans. on Neural Networks - Associate Editor,
Evolving Systems (Springer) - Editorial Board Member
IEEE SMC Technical Committee on Soft Computing - Member
INNS SIG Autonomous Machine Learning - Member
Program Committee Member, IJCNN2011,ICMLA2011,IDEAL2011, ICONIP2011, ISNN2011

International Research Collaboration

  1. Online Feature Extraction and Incremental Learning for Spiking Neural Networks
    Prof. Nikola Kasabov
    Knowledge Engineering and Discovery Research Institute (KEDRI), Auckland University of Technology, New Zealand
  2. Autonomous Learning for Neural Networks
    Prof. Asim Roy
    Dept. of Information Systems, Arizona State University, USA
  3. Ensemble Classifier Model Using Multimodal Features for Multitask Pattern Recognition Problems
    Prof. Minho Lee
    School of Electrical Engineering and Computer Science, Kyungpook National University, Korea