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Satoshi MORINAGA's Page

Satoshi Morinaga

Satoshi MORINAGA

NEC Corporation
Information and Media Processing Research Laboratories
Data Mining and Business Analysis Technology Group, Principal Researcher (Ph.D.)
Address:
1753, Shimonumabe, Nakahara-ku, Kawasaki-shi,
Kanagawa, 211-8666, Japan
Email: mailto:morinaga@cw.jp.nec.com

Research Domains

  • Machine Learning, Statistical Learning
  • Data Mining
  • Financial Risk Management

Publication List

Doctor's thesis

  • Satoshi Morinaga, "Domain partition model of sub-system decomposition -- Analysis of dynamics of neural networks and architecture of fault-tolerant systems --," The University of Tokyo, 1999.

International Conference

  • Satoshi Morinaga, "A General Model for Reliability Maximization Problem under Given Redundancy." Twenty-Seventh Annual International Symposium on Fault-Tolerant Computing (FTCS-27), pp. 363-372, 1997.
  • Satoshi Morinaga and Shuji Yoshizawa, "Dynamics of Autoassociative Neural Networks." International Conference on Neural Information Processing (ICONIP '97), Vol. 1, pp. 233-236, 1997.
  • Satoshi Morinaga and Shuji Yoshizawa, "Control of Spurious Memories by using Self-Coupling Weights" International Conference on Neural Information Processing (ICONIP '98), Vol. 3, pp. 1446-1449, 1998.
  • Satoshi Morinaga and Kenji Yamanishi, "Mining Product Reputations on the Web." International Conference on Knowledge Discovery and Data Mining (KDD2002), 2002.
  • Satoshi Morinaga, Kenji Yamanishi, and Jun-ichi Takeuchi, "Distributed Cooperative Mining for Information Consortia." International Conference on Knowledge Discovery and Data Mining (KDD2003), 2003.
  • Satoshi Morinaga, Kenji Yamanishi, "Mining Dynamics of Topic Trends Using a Finite Mixture Model." International Conference on Knowledge Discovery and Data Mining (KDD2004), 2004.
  • Satoshi Morinaga, et. Al., "Key Semantics Extraction by Dependency Tree Mining." International Conference on Knowledge Discovery and Data Mining (KDD2005), 2005.

Basel Committee Paper

  • Basel Committee, "Sound Practices for Managing Liquidity in Banking Organizations." 2000
  • Basel Committee, "Supervisory Guidance for Managing Settlement Risk in Foreign Exchange Transactions." 2000
  • Basel Committee, "Principles for the Management of Credit Risk." 2000

Curriculum Vitae

Educational Background

  • March 1992: Bachelor of Engineering
    Department of Mathematical Engineering and Information Physics, The University of Tokyo
  • March 1994: Master of Engineering
    Department of Mathematical Informatics, University of Tokyo
  • March 1995: Doctor of Engineering
    Department of Mathematical Informatics, University of Tokyo

Professional Experience

  • April 1994: System Basics Research Labs., NEC
  • January 2000 - March 2001: Deputy director, International Affairs Office, Financial Supervisory Agency, Japanese Government
  • April 2001 - : Assistant Manager, Data Mining Research Group, NEC
  • October 2004 - March 2008: (concurrently) Special Researcher, Basel 2 Implementation Office, Financial Supervisory Agency, Japanese Government
  • April 2006 - : Principal Researcher, Data Mining Research Group, NEC