Tsuyoshi Ide , Ph.D.
About my nameAdvisory Researcher
IBM Tokyo Research Laboratory
1623-14, Shimotsuruma, Yamato
Kanagawa 242-8502, Japan
Research Interests
Since 2003, I have been working on
data mining and machine learning research
at IBM Tokyo Research Lab. My recent research interests include:
- Anomaly detection from multivariate systems
- Trajectory mining
- Change detection and analysis
- (Semi-supervised) dimensionality reduction
- Subsequence time-series clustering
For detail, see my publication list.
A selected list of publications is also found at DBLP.
My recent academic activities in this area include program committee members of ACML (2009), IBIS (2007, 2008), ECDM (2007, 2008), JASI (2008, 2009). I will be serving as the Program Committee Chair in IBIS 2009.
My recent academic activities in this area include program committee members of ACML (2009), IBIS (2007, 2008), ECDM (2007, 2008), JASI (2008, 2009). I will be serving as the Program Committee Chair in IBIS 2009.
Bio
My academic background is mechanical engineering and theoretical physics. I graduated from Tomakomai National College of technology and Tohoku University in mechanical engineering in 1990 and 1993, respectively.
After the first year in the graduate school, I decided to change my major to theoretical physics, and entered Department of Physics, Graduate School of Science, University of Tokyo in 1995. I received my M.Sc and Ph.D in theoretical solid state physics there in 1997 and 2000, respectively, working with Prof. Akio Kotani. My thesis was one of the earliest theoretical studies on "nonlocal screening effects" in resonant inelastic X-ray scattering phenomena in strongly correlated electronic systems. [Publication list]
- Department of Mechanical Engineering, Tomakomai National College of Technology (1985-1990).
- Department of Mechanical Engineering, Tohoku University (1990-1993).
- Department of Mechanical Engineering, Graduate School of Engineering, Tohoku University (1993-1994)
- Department of Physics, Graduate School of Science, University of Tokyo (1995-2000).
In 2000, as a research staff member, I joined Display Technology Group, IBM Tokyo Research Laboratory, where I had been working on numerical analysis about liquid crystal display (LCD) designs for a few years. The most successful work over this period was a dot pattern generation technique to optimize the configuration of micro light scatterers of LCDs. [Publication list, Essay on IBM's FlexView display (in Japanese)]
Since 2003, I have engaged in several data mining projects at TRL, including
- Autonomic computing (2002-2003), where I had been working on autonomic failure detection system,
- Automated analysis initiative (2004-2005), where I developed a data analytics framework mainly applicable to the automotive industry,
- On-demand innovation services mainly in manufacturing industries (2005-).
- Researcher, IBM Research, Tokyo Research Laboratory (2000-2005).
- Staff Researcher, IBM Research, Tokyo Research Laboratory (2006-2008).
- Master Inventor, IBM Research (Feb. 2006 - Mar. 2009).
- Visiting Researcher, IBM T.J. Watson Research Center (April 2008-Jun 2008).
- Advisory Researcher, IBM Research, Tokyo Research Laboratory (July 2008-).
Award
- Winner, ICDM Data Mining Contest, Oct. 2007 (with
team members)
- JSAI Annual Conference Award, at The 20th Annual Conference of
the Japanese Society for Artificial Intelligence, June 2006.
- JSAI Annual Conference Award , at The 18th Annual Conference of
the Japanese Society for Artificial Intelligence, June 2004.
- Hatakeyama Award from the Japan Society of Mechanical Engineers,
March 1993.
- Hatakeyama Award from the Japan Society of Mechanical Engineers, March 1990.