Profiles:

Name:
Yu Fujimoto (Ph.D. in Engineering)
Born:
17 May 1979, Japan
Address of University:
Waseda University
55-S-703, 3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan
E-mail: y.fujimoto at aoni.waseda.jp
Education:
Apr. 1998 - Mar. 2002
Department of Electrical, Electronics and Computer Engineering,
School of Science and Engineering, Waseda University, Tokyo, Japan
Apr. 2002 - Mar. 2004
Major in Electrical Engineering,
Graduate School of Science and Engineering, Waseda University, Tokyo, Japan
Apr. 2004 - Mar. 2007
Major in Electrical Engineering and Bioscience,
Graduate School of Science and Engineering, Waseda University, Tokyo, Japan
Mar. 2007
Doctor of Philosophy in Engineering, Waseda University, Tokyo, Japan
Employment History:
Apr. 2006 - Mar. 2008
Research Associate,
Department of Electrical Engineering and Bioscience,
Faculty of Science and Engineering, Waseda University, Tokyo, Japan
Apr. 2008 - Mar. 2009
Assistant Professor,
Department of Electrical Engineering and Bioscience,
Faculty of Science and Engineering, Waseda University, Tokyo, Japan
Apr. 2009 - Mar. 2012
Assistant Professor,
Department of Integrated Information Technology,
College of Science and Engineering, Aoyama Gakuin University, Kanagawa, Japan
Apr. 2012 - Mar. 2015
Associate Professor,
Institute for Nanoscience & Nanotechnology,
Waseda University, Tokyo, Japan
Apr. 2015 -
Associate Professor,
Advanced Collaborative Research Organization for Smart Society (ACROSS),
Waseda University, Tokyo, Japan
Research interests and keywords:
Theory of Statistical Machine Learning:
Graphical model
EM / em algorithm
Statistical model estimation / evaluation
Small sample set
Robust statistics
Statistical data analysis for energy management systems:
Forecast of energy demand / renewable energy sources
Non-intrusive appliance load monitoring
Optimization in energy data under uncertainty
Statistical Approach to Recommender Systems:
Ranking model
Collaborative filtering
Shillers detection
Data visualization
Active Learning / Query construction
Generalized Arithmetic Operators:
Bregman divergence
Generalized independency
Generalized Bayes theorem
Naive Bayes model
Copula
Music Information Processing:
Music generation system

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e-mail:y.fujimoto at aoni.waseda.jp
2018/04/07