Satoshi MORINAGA's Page

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.
• Ryohei Fujimaki, Satoshi Morinaga, Michinari Momma, Kenji Aoki, Takayuki Nakata, Linear Time Model Selection for Mixture of Heterogeneous Components, Proceedings of the 1st Asian Conference on Machine Learning, 2009
• Michinari Momma, Satoshi Morinaga and Daisuke Komura, "Promoting Total Efficiency In Text Clustering via Iterative and Interactive Metric Learning", Proceedings of the 9th IEEE International Conference on Data Mining (ICDM 2009), December 6-9, Miami, USA, 2009. IEEE Computer Society
• Ryohei Fujimaki, Yasuhiro Sogawa, Satoshi Morinaga: Online heterogeneous mixture modeling with marginal and copula selection. Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2011
• Ryohei Fujimaki, Satoshi Morinaga: Factorized Asymptotic Bayesian Inference for Mixture Modeling. Proceedings of the The fifteenth international conference on Artificial Intelligence and Statistics (AISTATS), 2012

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
• April 2013 - : Senior Principal Researcher, Data and Text Mining Technology Group, NEC

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