| Jun'ichi Takeuchi | Last modified date：2012.10.17 |
Professor /
Mathematical Informatics
Department of Informatics
Faculty of Information Science and Electrical Engineering
Department of Informatics
Faculty of Information Science and Electrical Engineering
Graduate School
Undergraduate School
Homepage
http://www-kairo.csce.kyushu-u.ac.jp/~tak/homepage.ja.html.
Academic Degree
Dr.Eng
Field of Specialization
Learning Theory, Information Theory, Machine Learning
Research
Research Interests
- Information-Based Induction Sciences and its Application
keyword : Learning Theory, Information Theory, Stochastic Complexity, Information Geometry, Machine Learning, Super Resulution, Network Security
2006.04.
Papers
| 1. | J. Takeuchi, T. Kawabata, & A. R. Barron,Properties of Jeffreys mixture of Markov Sources,IEEE transactions on Information Theory,accepted for publication, August 2007. |
| 2. | J. Takeuchi,Characterization of the Bayes estimator and the MDL estimator for exponential families,IEEE transactions on Information Theory,Vol. 43, No. 4, pp. 1165-1174, 1997,1997.01. |
| 3. | J. Takeuchi, N. Abe, & S. Amari,The Lob-Pass problem,Journal of Computer and System Sciences,2000.03. |
| 4. | K. Yamanishi, J. Takeuchi, G. Williamas, & P. Milne,On-line Unsupervised Oultlier Detection Using Finite Mixtures with Discounting Learning Algorithms,Data Mining and Knowleged Discovery Journal,8 (3): 275-300,2004.05. |
| 5. | J. Takeuchi & S. Amari,α-Parallel Prior and Its Properties,IEEE transactions on Information Theory,Vol. 51, No. 3, pp. 1011-1023,2005.03. |
| 6. | J. Takeuchi & K. Yamanishi,A Unifying Framework for Detecting Outliers and Change Points from Non-Stationary Time Series Data,IEEE transactions on Knowledge and Data Engineering,Vol. 18, No. 4, pp.482-489,2006.04. |
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