[Japanese] Dr. Ide's home page
Tsuyoshi Ide ("Ide-san")
Ph. D
IBM Tokyo Research Lab.
Advisory Researcher (My official page)
About this page
This page is intended to offer supplementary information to my official page. This page will be more frequently updated and have more complete links to the references.
Since 2003, I have been working on data mining and machine learning research at IBM Tokyo Research Lab. My recent research interests include:
For detail, see my publication list:
- Anomaly detection from dynamic data sources [KDD 04, ICDE 05, ICDM 07, SDM 09]
- Trajectory mining [ICDM 05, SDM 09]
- Change detection and analysis [SDM 05, SDM 07, PAKDD 08]
- (Semi-) Supervised dimensionality reduction [SDM 07, PAKDD 08]
- Theoretical analysis on subsequence time-series clustering [PKDD 06]
- Group-theoretical analysis on nonlinear correlations [ICDM 05]
- Knowledge Discovery and Data Mining (current, see also DBLP)
- Liquid-Crystal Display Technologies (2002-2003)
- Theoretical Solid-State Physics (-2000)
My recent academic activities include program committee members of ACML (2009), IBIS (2007, 2008), ECDM (2007, 2008, 2009), JASI (2008, 2009). I will be serving as Program Committee Chair in IBIS 2009.
EducationResearch Experience
- 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).
- Researcher, IBM Research, Tokyo Research Laboratory (2000-2005).
- Staff Researcher, IBM Research, Tokyo Research Laboratory (2006-2008).
- Master Inventor, IBM Research (Feb. 2006-).
- Visiting Researcher, IBM T.J. Watson Research Center (April 2008-Jun 2008).
- Advisory Researcher, IBM Research, Tokyo Research Laboratory (July 2008-).
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]
In 2000, as a research staff member, I joined the 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, which include
Currently, I'm working as a sort of data analysis consultant, focusing on knowledge discovery techniques from real-valued data generated in manufacturing industries. I believe that our activities are at the frontier of service science. For more information, see the project page and my latest publication list (see also DBLP). For the list of my patents, see here.
- 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-).
- Winner, ICDM Data Mining Contest, 2007 (with team members)
- JSAI Annual Conference Award , at The 20th Annual Conference of the Japanese Society for Artificial Intelligence, August 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.
